<?xml version="1.0" encoding="utf-8"?><!DOCTYPE article PUBLIC "-//ES//DTD journal article DTD version 5.4.0//EN//XML" "art540.dtd" [<!ENTITY fx001 SYSTEM "fx001" NDATA IMAGE><!ENTITY gr001 SYSTEM "gr001" NDATA IMAGE><!ENTITY gr002 SYSTEM "gr002" NDATA IMAGE><!ENTITY gr003 SYSTEM "gr003" NDATA IMAGE><!ENTITY gr004 SYSTEM "gr004" NDATA IMAGE><!ENTITY gr005 SYSTEM "gr005" NDATA IMAGE><!ENTITY gr006 SYSTEM "gr006" NDATA IMAGE><!ENTITY gr007 SYSTEM "gr007" NDATA IMAGE><!ENTITY gr008 SYSTEM "gr008" NDATA IMAGE><!ENTITY gr009 SYSTEM "gr009" NDATA IMAGE><!ENTITY gr010 SYSTEM "gr010" NDATA IMAGE><!ENTITY gr011 SYSTEM "gr011" NDATA IMAGE><!ENTITY gr012 SYSTEM "gr012" NDATA IMAGE><!ENTITY gr013 SYSTEM "gr013" NDATA IMAGE><!ENTITY gr014 SYSTEM "gr014" NDATA IMAGE>]><article xmlns="http://www.elsevier.com/xml/ja/dtd" xmlns:ce="http://www.elsevier.com/xml/common/dtd" xmlns:sa="http://www.elsevier.com/xml/common/struct-aff/dtd" xmlns:sb="http://www.elsevier.com/xml/common/struct-bib/dtd" xmlns:xlink="http://www.w3.org/1999/xlink" docsubtype="fla" xml:lang="en"><item-info><jid>NUPHB</jid><aid>13939</aid><ce:pii>S0550-3213(16)30391-1</ce:pii><ce:doi>10.1016/j.nuclphysb.2016.12.005</ce:doi><ce:copyright year="2016" type="other">The Authors</ce:copyright><ce:doctopics><ce:doctopic id="doc0010"><ce:text>High Energy Physics – Theory</ce:text></ce:doctopic></ce:doctopics></item-info><ce:floats><ce:figure id="fg0010"><ce:label>Fig. 1</ce:label><ce:caption id="cp0010"><ce:simple-para id="sp0010">Relations between entropy and temperature for different <ce:italic>α</ce:italic> with a fixed <ce:italic>Q</ce:italic>. In (a), curves from top to down correspond to cases when <ce:italic>α</ce:italic> varies from 0.015 to 0.035 with step 0.004, while in (b) these curves correspond to cases when <ce:italic>α</ce:italic> varies from 0.0264 to 0.0284 with step 0.0002. (For interpretation of the references to color in this figure, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0010">Fig. 1</ce:alt-text><ce:link locator="gr001" xlink:type="simple" xlink:href="pii:S0550321316303911/gr001" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0010"/></ce:figure><ce:figure id="fg0020"><ce:label>Fig. 2</ce:label><ce:caption id="cp0020"><ce:simple-para id="sp0020">Relations between entropy and temperature for different <ce:italic>α</ce:italic> with a fixed <ce:italic>Q</ce:italic>. In (a), curves from top to down correspond to <ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.02,0.0277925,0.035, and in (b) they correspond to <ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.01,0.01972,0.03 respectively. The red dashed line and solid line correspond to the first order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf> and second order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>c</ce:italic></ce:inf>. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0020">Fig. 2</ce:alt-text><ce:link locator="gr002" xlink:type="simple" xlink:href="pii:S0550321316303911/gr002" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0020"/></ce:figure><ce:figure id="fg0140"><ce:label>Fig. 3</ce:label><ce:caption id="cp0180"><ce:simple-para id="sp0190">Relations between the free energy and temperature.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0180">Fig. 3</ce:alt-text><ce:link locator="gr003" xlink:type="simple" xlink:href="pii:S0550321316303911/gr003" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0150"/></ce:figure><ce:figure id="fg0030"><ce:label>Fig. 4</ce:label><ce:caption id="cp0030"><ce:simple-para id="sp0030">Relations between entropy and temperature for different <ce:italic>Q</ce:italic> with a fixed <ce:italic>α</ce:italic>. In (a), curves from top to down correspond to <ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.08,0.1681103,0.2, and in (b) they correspond to <ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.03,0.094984,0.13 respectively. The red dashed line and solid line correspond to the first order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf> and second order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>c</ce:italic></ce:inf>. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0030">Fig. 4</ce:alt-text><ce:link locator="gr004" xlink:type="simple" xlink:href="pii:S0550321316303911/gr004" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0030"/></ce:figure><ce:figure id="fg0040"><ce:label>Fig. 5</ce:label><ce:caption id="cp0040"><ce:simple-para id="sp0040">Relations between the free energy and temperature.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0040">Fig. 5</ce:alt-text><ce:link locator="gr005" xlink:type="simple" xlink:href="pii:S0550321316303911/gr005" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0040"/></ce:figure><ce:figure id="fg0050"><ce:label>Fig. 6</ce:label><ce:caption id="cp0050"><ce:simple-para id="sp0050">Relations between holographic entanglement entropy and temperature for different <ce:italic>α</ce:italic> at a fixed <ce:italic>Q</ce:italic>. In (a), curves from top to down correspond to <ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.02,0.0277925,0.035, and in (b) they correspond to <ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.01,0.01972,0.03 respectively. The red dashed line and solid line correspond to the first order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf> and second order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>c</ce:italic></ce:inf>. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0050">Fig. 6</ce:alt-text><ce:link locator="gr006" xlink:type="simple" xlink:href="pii:S0550321316303911/gr006" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0050"/></ce:figure><ce:figure id="fg0060"><ce:label>Fig. 7</ce:label><ce:caption id="cp0060"><ce:simple-para id="sp0060">Relations between holographic entanglement entropy and temperature for different <ce:italic>Q</ce:italic> at a fixed <ce:italic>α</ce:italic>. In (a), curves from top to down correspond to <ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.08,0.1681103,0.2, and in (b) they correspond to <ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.03,0.094984,0.13 respectively. The red dashed line and solid line correspond to the first order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf> and second order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>c</ce:italic></ce:inf>. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0060">Fig. 7</ce:alt-text><ce:link locator="gr007" xlink:type="simple" xlink:href="pii:S0550321316303911/gr007" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0060"/></ce:figure><ce:figure id="fg0070"><ce:label>Fig. 8</ce:label><ce:caption id="cp0070"><ce:simple-para id="sp0070">Relations between <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si83.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si84.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> for different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic>.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0070">Fig. 8</ce:alt-text><ce:link locator="gr008" xlink:type="simple" xlink:href="pii:S0550321316303911/gr008" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0070"/></ce:figure><ce:figure id="fg0080"><ce:label>Fig. 9</ce:label><ce:caption id="cp0080"><ce:simple-para id="sp0080">Relations between minimal area surface and temperature for different <ce:italic>α</ce:italic> at a fixed <ce:italic>Q</ce:italic>. In (a), curves from top to down correspond to <ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.02,0.0277925,0.035, and in (b) they correspond to <ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.01,0.01972,0.03 respectively. The red dashed line and solid line correspond to the first order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf> and second order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>c</ce:italic></ce:inf>. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0080">Fig. 9</ce:alt-text><ce:link locator="gr009" xlink:type="simple" xlink:href="pii:S0550321316303911/gr009" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0080"/></ce:figure><ce:figure id="fg0090"><ce:label>Fig. 10</ce:label><ce:caption id="cp0090"><ce:simple-para id="sp0090">Relations between minimal area surface and temperature for different <ce:italic>Q</ce:italic> at a fixed <ce:italic>α</ce:italic>. In (a), curves from top to down correspond to <ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.08,0.1681103,0.2, and in (b) they correspond to <ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.03,0.094984,0.13 respectively. The red dashed line and solid line correspond to the first order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf> and second order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>c</ce:italic></ce:inf>. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0090">Fig. 10</ce:alt-text><ce:link locator="gr010" xlink:type="simple" xlink:href="pii:S0550321316303911/gr010" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0090"/></ce:figure><ce:figure id="fg0100"><ce:label>Fig. 11</ce:label><ce:caption id="cp0100"><ce:simple-para id="sp0100">Relations between <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si83.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si103.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> for different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic>.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0100">Fig. 11</ce:alt-text><ce:link locator="gr011" xlink:type="simple" xlink:href="pii:S0550321316303911/gr011" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0100"/></ce:figure><ce:figure id="fg0110"><ce:label>Fig. 12</ce:label><ce:caption id="cp0110"><ce:simple-para id="sp0110">Relations between geodesic length and temperature for different <ce:italic>α</ce:italic> at a fixed <ce:italic>Q</ce:italic>. In (a), curves from top to down correspond to <ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.02,0.0277925,0.035, and in (b) they correspond to <ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.01,0.01972,0.03 respectively. The red dashed line and solid line correspond to the first order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf> and second order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>c</ce:italic></ce:inf>. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0110">Fig. 12</ce:alt-text><ce:link locator="gr012" xlink:type="simple" xlink:href="pii:S0550321316303911/gr012" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0110"/></ce:figure><ce:figure id="fg0120"><ce:label>Fig. 13</ce:label><ce:caption id="cp0120"><ce:simple-para id="sp0120">Relations between geodesic length and temperature for different <ce:italic>Q</ce:italic> at a fixed <ce:italic>α</ce:italic>. In (a), curves from top to down correspond to <ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.08,0.1681103,0.2, and in (b) they correspond to <ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.03,0.094984,0.13 respectively. The red dashed line and solid line correspond to the first order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf> and second order phase transition temperature <ce:italic>T</ce:italic><ce:inf><ce:italic>c</ce:italic></ce:inf>. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0120">Fig. 13</ce:alt-text><ce:link locator="gr013" xlink:type="simple" xlink:href="pii:S0550321316303911/gr013" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0120"/></ce:figure><ce:figure id="fg0130"><ce:label>Fig. 14</ce:label><ce:caption id="cp0130"><ce:simple-para id="sp0130">Relations between <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si83.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si127.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> for different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic>.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0130">Fig. 14</ce:alt-text><ce:link locator="gr014" xlink:type="simple" xlink:href="pii:S0550321316303911/gr014" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0130"/></ce:figure><ce:table xmlns="http://www.elsevier.com/xml/common/cals/dtd" xmlns:tb="http://www.elsevier.com/xml/common/table/dtd" id="tl0010" frame="topbot" rowsep="0" colsep="0"><ce:label>Table 1</ce:label><ce:caption id="cp0140"><ce:simple-para id="sp0140">Check of the equal area law in the <ce:italic>T</ce:italic><ce:hsp sp="0.2"/>−<ce:hsp sp="0.2"/><ce:italic>S</ce:italic> plane, where the relative error is defined by <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si40.gif"><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math>.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0140">Table 1</ce:alt-text><tgroup cols="7"><colspec colnum="1" colname="col1" align="left"/><colspec colnum="2" colname="col2" align="left"/><colspec colnum="3" colname="col3" align="left"/><colspec colnum="4" colname="col4" align="left"/><colspec colnum="5" colname="col5" align="left"/><colspec colnum="6" colname="col6" align="left"/><colspec colnum="7" colname="col7" align="left"/><thead valign="top"><row rowsep="1"><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"/><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>S</ce:italic><ce:inf><ce:italic>min</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>S</ce:italic><ce:inf><ce:italic>max</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>A</ce:italic><ce:inf><ce:italic>L</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>A</ce:italic><ce:inf><ce:italic>R</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">Relative error</entry></row></thead><tbody valign="top"><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4163</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.126349</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">2.11603</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.828192</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.828303</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.134%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>1</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4348</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.209455</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">2.32746</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.920752</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.920907</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.169%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.01</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4377</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.152951</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">2.59566</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">1.06919</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">1.06917</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.018%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.2</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4145</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.184371</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">1.95317</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.733093</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.733169</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.010%</entry></row></tbody></tgroup></ce:table><ce:table xmlns="http://www.elsevier.com/xml/common/cals/dtd" xmlns:tb="http://www.elsevier.com/xml/common/table/dtd" id="tl0020" frame="topbot" rowsep="0" colsep="0"><ce:label>Table 2</ce:label><ce:caption id="cp0150"><ce:simple-para id="sp0150">Check of the equal area law in the <ce:italic>T</ce:italic><ce:hsp sp="0.2"/>−<ce:hsp sp="0.2"/><ce:italic>δS</ce:italic> plane, where the relative error is defined by <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si40.gif"><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math>.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0150">Table 2</ce:alt-text><tgroup cols="7"><colspec colnum="1" colname="col1" align="left"/><colspec colnum="2" colname="col2" align="left"/><colspec colnum="3" colname="col3" align="left"/><colspec colnum="4" colname="col4" align="left"/><colspec colnum="5" colname="col5" align="left"/><colspec colnum="6" colname="col6" align="left"/><colspec colnum="7" colname="col7" align="left"/><thead valign="top"><row rowsep="1"><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"/><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>δS</ce:italic><ce:inf><ce:italic>min</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>δS</ce:italic><ce:inf><ce:italic>max</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>A</ce:italic><ce:inf><ce:italic>L</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>A</ce:italic><ce:inf><ce:italic>R</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">Relative error</entry></row></thead><tbody valign="top"><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4163</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00006408</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0009523</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00036975</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00036984</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.02466%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.1</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4348</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0001495</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.001124</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00042361</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00042367</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.01496%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.01</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4377</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0001149</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0012467</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00049540</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00049571</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.06335%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.02</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4145</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00009349</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0008822</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00032692</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00032696</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.01147%</entry></row></tbody></tgroup></ce:table><ce:table xmlns="http://www.elsevier.com/xml/common/cals/dtd" xmlns:tb="http://www.elsevier.com/xml/common/table/dtd" id="tl0030" frame="topbot" rowsep="0" colsep="0"><ce:label>Table 3</ce:label><ce:caption id="cp0160"><ce:simple-para id="sp0160">Check of the equal area law in the <ce:italic>T</ce:italic><ce:hsp sp="0.2"/>−<ce:hsp sp="0.2"/><ce:italic>δA</ce:italic> plane, where the relative error is defined by <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si40.gif"><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math>.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0160">Table 3</ce:alt-text><tgroup cols="7"><colspec colnum="1" colname="col1" align="left"/><colspec colnum="2" colname="col2" align="left"/><colspec colnum="3" colname="col3" align="left"/><colspec colnum="4" colname="col4" align="left"/><colspec colnum="5" colname="col5" align="left"/><colspec colnum="6" colname="col6" align="left"/><colspec colnum="7" colname="col7" align="left"/><thead valign="top"><row rowsep="1"><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"/><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>δA</ce:italic><ce:inf><ce:italic>min</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>δA</ce:italic><ce:inf><ce:italic>max</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>A</ce:italic><ce:inf><ce:italic>L</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>A</ce:italic><ce:inf><ce:italic>R</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">Relative error</entry></row></thead><tbody valign="top"><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4163</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00007374</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0007352</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0002742</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0002754</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4048%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.1</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4348</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0001110</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0008404</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0003172</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0003171</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.008852%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.01</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4377</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00006426</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0009327</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0003785</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0003801</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4285%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.02</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4145</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00007167</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0006778</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0002513</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0002512</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.01042%</entry></row></tbody></tgroup></ce:table><ce:table xmlns="http://www.elsevier.com/xml/common/cals/dtd" xmlns:tb="http://www.elsevier.com/xml/common/table/dtd" id="tl0040" frame="topbot" rowsep="0" colsep="0"><ce:label>Table 4</ce:label><ce:caption id="cp0170"><ce:simple-para id="sp0170">Check of the equal area law in the <ce:italic>T</ce:italic><ce:hsp sp="0.2"/>−<ce:hsp sp="0.2"/><ce:italic>δL</ce:italic> plane, where the relative error is defined by <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si40.gif"><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math>.</ce:simple-para></ce:caption><ce:alt-text role="short" id="at0170">Table 4</ce:alt-text><tgroup cols="7"><colspec colnum="1" colname="col1" align="left"/><colspec colnum="2" colname="col2" align="left"/><colspec colnum="3" colname="col3" align="left"/><colspec colnum="4" colname="col4" align="left"/><colspec colnum="5" colname="col5" align="left"/><colspec colnum="6" colname="col6" align="left"/><colspec colnum="7" colname="col7" align="left"/><thead valign="top"><row rowsep="1"><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"/><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>T</ce:italic><ce:inf><ce:italic>f</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>δL</ce:italic><ce:inf><ce:italic>min</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>δL</ce:italic><ce:inf><ce:italic>max</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>A</ce:italic><ce:inf><ce:italic>L</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd"><ce:italic>A</ce:italic><ce:inf><ce:italic>R</ce:italic></ce:inf></entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">Relative error</entry></row></thead><tbody valign="top"><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4163</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">2.1207<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00002072</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">7.7104<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">7.7418<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4058%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>Q</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.1</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4348</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">3.2756<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00002398</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">9.0415<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">9.0402<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.0147%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.01</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4377</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">2.0984<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00002661</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00001051</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.000010727</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">1.9899%</entry></row><row><entry xmlns="http://www.elsevier.com/xml/common/dtd" role="rowhead"><ce:italic>α</ce:italic><ce:hsp sp="0.2"/>=<ce:hsp sp="0.2"/>0.02</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4145</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">1.3642<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.00001894</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">7.3222<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">7.2869<ce:hsp sp="0.2"/>×<ce:hsp sp="0.2"/>10<ce:sup>−</ce:sup>6</entry><entry xmlns="http://www.elsevier.com/xml/common/dtd">0.4820%</entry></row></tbody></tgroup></ce:table></ce:floats><head><ce:title id="ti0010">Holographic Van der Waals-like phase transition in the Gauss–Bonnet gravity</ce:title><ce:author-group id="ag0010"><ce:author id="au0010" author-id="S0550321316303911-c1dc216c987dd1d8d031b2dfae74f47b"><ce:given-name>Song</ce:given-name><ce:surname>He</ce:surname><ce:cross-ref refid="aff0030" id="crf0010"><ce:sup>c</ce:sup></ce:cross-ref><ce:cross-ref refid="aff0010" id="crf0020"><ce:sup>a</ce:sup></ce:cross-ref><ce:e-address type="email" id="ea0010">hesong17@gmail.com</ce:e-address></ce:author><ce:author id="au0020" author-id="S0550321316303911-562a0820536e3cd9697eaf79b8fdda7e"><ce:given-name>Li-Fang</ce:given-name><ce:surname>Li</ce:surname><ce:cross-ref refid="aff0040" id="crf0030"><ce:sup>d</ce:sup></ce:cross-ref><ce:e-address type="email" id="ea0020">lilf@itp.ac.cn</ce:e-address></ce:author><ce:author id="au0030" author-id="S0550321316303911-779a26d870f30361f9d4d57bb4596178"><ce:given-name>Xiao-Xiong</ce:given-name><ce:surname>Zeng</ce:surname><ce:cross-ref refid="aff0010" id="crf0040"><ce:sup>a</ce:sup></ce:cross-ref><ce:cross-ref refid="aff0020" id="crf0050"><ce:sup>b</ce:sup></ce:cross-ref><ce:cross-ref refid="cr0010" id="crf0080"><ce:sup>⁎</ce:sup></ce:cross-ref><ce:e-address type="email" id="ea0030">xxzeng@itp.ac.cn</ce:e-address></ce:author><ce:affiliation id="aff0010"><ce:label>a</ce:label><ce:textfn>State Key Laboratory of Theoretical Physics, Institute of Theoretical Physics, Chinese Academy of Sciences, Beijing 100190, China</ce:textfn><sa:affiliation><sa:organization>State Key Laboratory of Theoretical Physics</sa:organization><sa:organization>Institute of Theoretical Physics</sa:organization><sa:organization>Chinese Academy of Sciences</sa:organization><sa:city>Beijing</sa:city><sa:postal-code>100190</sa:postal-code><sa:country>China</sa:country></sa:affiliation></ce:affiliation><ce:affiliation id="aff0020"><ce:label>b</ce:label><ce:textfn>School of Material Science and Engineering, Chongqing Jiaotong University, Chongqing 400074, China</ce:textfn><sa:affiliation><sa:organization>School of Material Science and Engineering</sa:organization><sa:organization>Chongqing Jiaotong University</sa:organization><sa:city>Chongqing</sa:city><sa:postal-code>400074</sa:postal-code><sa:country>China</sa:country></sa:affiliation></ce:affiliation><ce:affiliation id="aff0030"><ce:label>c</ce:label><ce:textfn>Max Planck Institute for Gravitational Physics (Albert Einstein Institute), Am Mühlenberg 1, 14476 Golm, Germany</ce:textfn><sa:affiliation><sa:organization>Max Planck Institute for Gravitational Physics (Albert Einstein Institute)</sa:organization><sa:address-line>Am Mühlenberg 1</sa:address-line><sa:city>Golm</sa:city><sa:postal-code>14476</sa:postal-code><sa:country>Germany</sa:country></sa:affiliation></ce:affiliation><ce:affiliation id="aff0040"><ce:label>d</ce:label><ce:textfn>Center for Space Science and Applied Research, Chinese Academy of Sciences, Beijing 100190, China</ce:textfn><sa:affiliation><sa:organization>Center for Space Science and Applied Research</sa:organization><sa:organization>Chinese Academy of Sciences</sa:organization><sa:city>Beijing</sa:city><sa:postal-code>100190</sa:postal-code><sa:country>China</sa:country></sa:affiliation></ce:affiliation><ce:correspondence id="cr0010"><ce:label>⁎</ce:label><ce:text>Corresponding author.</ce:text></ce:correspondence></ce:author-group><ce:date-received day="17" month="8" year="2016"/><ce:date-revised day="5" month="12" year="2016"/><ce:date-accepted day="7" month="12" year="2016"/><ce:miscellaneous id="ms0010">Editor: Stephan Stieberger</ce:miscellaneous><ce:abstract id="ab0010"><ce:section-title id="st0010">Abstract</ce:section-title><ce:abstract-sec id="as0010"><ce:simple-para id="sp0180">The Van der Waals-like phase transition is observed in temperature–thermal entropy plane in spherically symmetric charged Gauss–Bonnet–AdS black hole background. In terms of AdS/CFT, the non-local observables such as holographic entanglement entropy, Wilson loop, and two point correlation function of very heavy operators in the field theory dual to spherically symmetric charged Gauss–Bonnet–AdS black hole have been investigated. All of them exhibit the Van der Waals-like phase transition for a fixed charge parameter or Gauss–Bonnet parameter in such gravity background. Further, with choosing various values of charge or Gauss–Bonnet parameter, the equal area law and the critical exponent of the heat capacity are found to be consistent with phase structures in temperature–thermal entropy plane.</ce:simple-para></ce:abstract-sec></ce:abstract></head><body><ce:sections><ce:section id="se0010" role="introduction"><ce:label>1</ce:label><ce:section-title id="st0020">Introduction</ce:section-title><ce:para id="pr0010">The Van der Waals-like behavior of a black hole is an interesting phenomenon in black hole physics. It helps us to understand new phase structure in black hole thermodynamics. In the pioneering work <ce:cross-ref refid="br0010" id="crf0060">[1]</ce:cross-ref>, it was found that a charged AdS black hole exhibits the Van der Waals-like phase transition in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane. As the charge of the black hole increases from small to large, the black hole will undergo first order phase transition and second order phase transition successively before it reaches to a stable phase, which is analogous to the van der Waals liquid–gas phase transition. The Van der Waals-like phase transition has also been observed in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si2.gif"><mml:mi>Q</mml:mi><mml:mo>−</mml:mo><mml:mi mathvariant="normal">Φ</mml:mi></mml:math> plane <ce:cross-ref refid="br0020" id="crf0070">[2]</ce:cross-ref>, where <ce:italic>Q</ce:italic> is electric charge and Φ is the chemical potential. Further, the Van der Waals-like phase transition can be realized in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si3.gif"><mml:mi>P</mml:mi><mml:mo>−</mml:mo><mml:mi>V</mml:mi></mml:math> plane <ce:cross-refs refid="br0030 br0040 br0050 br0060 br0070 br0080 br0090 br0100" id="crs0010">[3–10]</ce:cross-refs>, where the negative cosmological constant is treated as the pressure <ce:italic>P</ce:italic> and the thermodynamical volume <ce:italic>V</ce:italic> is the conjugating quantity of pressure.</ce:para><ce:para id="pr0020">By AdS/CFT, <ce:cross-refs refid="br0110 br0120 br0130 br0140" id="crs0020">[11–14]</ce:cross-refs> has investigated holographic entanglement entropy <ce:cross-refs refid="br0150 br0160" id="crs0030">[15,16]</ce:cross-refs> in a finite volume quantum system which is dual to a spherical and charged <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si4.gif"><mml:mi>A</mml:mi><mml:mi>d</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msub></mml:math> black hole. Their results showed that there exists Van der Waals-like phase transition in the entanglement entropy–temperature plane. This phase transition is analogous with thermal dynamical phase transition. The critical exponent of the heat capacity for the second order phase transition was found to be consistent with that in the mean field theory. Meanwhile <ce:cross-ref refid="br0170" id="crf0090">[17]</ce:cross-ref> investigated exclusively the equal area law in the entanglement entropy–temperature plane and found that the equal area law holds regardless of the size of the entangling region. There have been some extensive studies <ce:cross-refs refid="br0180 br0190 br0200 br0210 br0220 br0230" id="crs0040">[18–23]</ce:cross-refs> and all the results showed that as the case of thermal dynamical entropy, the entanglement entropy exhibited the Van der Waals-like phase transition. These results indicate that there is some intrinsic relation between black hole entropy and holographic entanglement entropy. Furthermore, expectation value of Wilson loop <ce:cross-refs refid="br0240 br0250 br0260 br0270 br0280" id="crs0050">[24–28]</ce:cross-refs> and the equal time two point correlation function of heavy operators have some similar properties as the entanglement entropy <ce:cross-refs refid="br0290 br0300 br0310 br0320 br0330 br0340 br0350 br0360 br0370 br0380" id="crs0060">[29–38]</ce:cross-refs> to reveal the phase transitions in quantum systems.</ce:para><ce:para id="pr0030">In this paper, we would like to extend ideas in <ce:cross-ref refid="br0140" id="crf0100">[14]</ce:cross-ref> to study van der Waals-like phase transitions in a Gauss–Bonnet–AdS black hole with a spherical horizon in (4+1)-dimensions in the framework of holography. Firstly, we observe that the thermal dynamical entropy will undergo the Van der Waals-like phase transition in temperature–thermal entropy plane. We also study Maxwell's equal area law and critical exponent of the heat capacity, which are two characteristic quantities in van der Waals-like phase transition. Secondly, we would like to study the holographic entanglement entropy for a fixed size of entangled region to confirm whether there is Van der Waals-like phase transition. More precisely speaking, considering that the holographic entanglement entropy formula should have quantum correction when the bulk theory has higher curvature terms. In terms of <ce:cross-refs refid="br0390 br0400 br0410 br0420 br0430 br0440 br0450 br0460" id="crs0070">[39–46]</ce:cross-refs>, one can study the holographic entanglement entropy with higher derivative gravity and see what will happen for the entanglement entropy. Further, we study the expectation value of Wilson loop and two point correlation function of heavy operator in the dual field theory to check whether these two objects also undergo the Van der Waals-like phase transition. We also check the analogous equal area law and critical exponent of the analogous heat capacity, which are to make sure that all these nonlocal quantum observables will undergo van der Waals-like phase transition in the field theory dual to spherical Gauss–Bonnet–AdS black holes. Our results confirm the fact that the nonlocal quantum objects are good quantities to probe the phase structures of the spherical Gauss–Bonnet–AdS black holes.</ce:para><ce:para id="pr0040">Our paper is organized as follows. In section <ce:cross-ref refid="se0020" id="crf0820">2</ce:cross-ref>, we review the black hole thermodynamics for the spherically symmetric Gauss–Bonnet–AdS black hole and discuss the Van der Waals-like phase transition in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane. We also check Maxwell's equal area law and critical exponent of the heat capacity numerically. In section <ce:cross-ref refid="se0050" id="crf0680">3</ce:cross-ref>, with the holographic entanglement entropy, Wilson loop, and two point correlation function, we will show all these quantum objects undergo Van der Waals-like phase transition in the spherical Gauss–Bonnet–AdS black hole. In each subsection, the equal area law is checked and the critical exponent of the analogues heat capacity is obtained via data fitting. In the final section, we present our conclusions.</ce:para><ce:para id="pr0050"><ce:bold>Note added:</ce:bold> While this paper was close to completion, we have found that <ce:cross-ref refid="br0470" id="crf0110">[47]</ce:cross-ref> also investigate holographic phase transition for a neutral Gauss–Bonnet–AdS black hole in the extended phase space, which partially overlaps with our work.</ce:para></ce:section><ce:section id="se0020"><ce:label>2</ce:label><ce:section-title id="st0030">Thermodynamic phase transition in the Gauss–Bonnet gravity</ce:section-title><ce:section id="se0030"><ce:label>2.1</ce:label><ce:section-title id="st0040">Review of the Gauss–Bonnet–AdS black hole</ce:section-title><ce:para id="pr0060">The 5-dimensional Lovelock gravity can be realized by adding the Gauss–Bonnet term to pure Einstein gravity theory. As a matter field is considered, the theory can be described by the following action <ce:cross-ref refid="br0480" id="crf0120">[48]</ce:cross-ref><ce:display><ce:formula id="fm0010"><ce:label>(1)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si5.gif"><mml:mrow><mml:mi>I</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mn>2</mml:mn><mml:msup><mml:mrow><mml:msub><mml:mrow><mml:mi>ℓ</mml:mi></mml:mrow><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>∫</mml:mo><mml:msup><mml:mrow><mml:mi mathvariant="normal">d</mml:mi></mml:mrow><mml:mrow><mml:mn>5</mml:mn></mml:mrow></mml:msup><mml:mi>x</mml:mi><mml:mspace width="0.2em"/><mml:msqrt><mml:mrow><mml:mo>−</mml:mo><mml:mi>g</mml:mi></mml:mrow></mml:msqrt><mml:mspace width="0.2em"/><mml:mrow><mml:mo stretchy="true">[</mml:mo><mml:mi>R</mml:mi><mml:mo>+</mml:mo><mml:mfrac><mml:mn>12</mml:mn><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:mi>α</mml:mi><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow><mml:mn>2</mml:mn></mml:mfrac><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:mn>4</mml:mn><mml:mi>π</mml:mi><mml:msubsup><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi><mml:mi>ν</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi><mml:mi>ν</mml:mi></mml:mrow></mml:msubsup><mml:mo stretchy="true">]</mml:mo></mml:mrow><mml:mo>,</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> with<ce:display><ce:formula id="fm0020"><ce:label>(2)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si6.gif"><mml:mrow><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>R</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi><mml:mi>ν</mml:mi><mml:mi>ρ</mml:mi><mml:mi>σ</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mrow><mml:mi>R</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi><mml:mi>ν</mml:mi><mml:mi>ρ</mml:mi><mml:mi>σ</mml:mi></mml:mrow></mml:msup><mml:mo>−</mml:mo><mml:mn>4</mml:mn><mml:msub><mml:mrow><mml:mi>R</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi><mml:mi>ν</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mrow><mml:mi>R</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi><mml:mi>ν</mml:mi></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:msup><mml:mrow><mml:mi>R</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>,</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> where <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si7.gif"><mml:msub><mml:mrow><mml:mi>ℓ</mml:mi></mml:mrow><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:math> is Newton constant, <ce:italic>α</ce:italic> denotes the coupling of Gauss–Bonnet gravity, <ce:italic>L</ce:italic> stands for the Radius of AdS background, which satisfies the relation <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si8.gif"><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mo>−</mml:mo><mml:mfrac><mml:mn>6</mml:mn><mml:mi mathvariant="normal">Λ</mml:mi></mml:mfrac></mml:math>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si9.gif"><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi><mml:mi>ν</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mo>∂</mml:mo></mml:mrow><mml:mrow><mml:mi>μ</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>ν</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mo>∂</mml:mo></mml:mrow><mml:mrow><mml:mi>ν</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi></mml:mrow></mml:msub></mml:math> is the Maxwell field strength with the vector potential <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si10.gif"><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi></mml:mrow></mml:msub></mml:math>. In this paper, we use geometric units of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si11.gif"><mml:mi>c</mml:mi><mml:mo>=</mml:mo><mml:mi>G</mml:mi><mml:mo>=</mml:mo><mml:mi>ħ</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>k</mml:mi></mml:mrow><mml:mrow><mml:mi>B</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>1</mml:mn></mml:math>. The Gauss–Bonnet–AdS black hole can be written as <ce:cross-refs refid="br0490 br0500 br0510" id="crs0080">[49–51]</ce:cross-refs><ce:display><ce:formula id="fm0030"><ce:label>(3)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si12.gif"><mml:mrow><mml:mi>d</mml:mi><mml:msup><mml:mrow><mml:mi>s</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mo>−</mml:mo><mml:mi>f</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mi>d</mml:mi><mml:msup><mml:mrow><mml:mi>t</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:mi>d</mml:mi><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mi>f</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo stretchy="false">[</mml:mo><mml:mi>d</mml:mi><mml:msup><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:msup><mml:mrow><mml:mi mathvariant="normal">sin</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>⁡</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>d</mml:mi><mml:msup><mml:mrow><mml:mi>ϕ</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:msup><mml:mrow><mml:mi mathvariant="normal">sin</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>⁡</mml:mo><mml:mi>θ</mml:mi><mml:mi>d</mml:mi><mml:msup><mml:mrow><mml:mi>ψ</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">]</mml:mo><mml:mo>,</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> in which<ce:display><ce:formula id="fm0040"><ce:label>(4)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si13.gif"><mml:mrow><mml:mi>f</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:mfrac><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mrow><mml:mn>2</mml:mn><mml:mi>α</mml:mi></mml:mrow></mml:mfrac><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:mn>1</mml:mn><mml:mo>−</mml:mo><mml:msqrt><mml:mrow><mml:mo>−</mml:mo><mml:mfrac><mml:mrow><mml:mn>4</mml:mn><mml:mi>α</mml:mi></mml:mrow><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:mn>32</mml:mn><mml:mi>α</mml:mi><mml:mi>M</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn><mml:mi>π</mml:mi><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>−</mml:mo><mml:mfrac><mml:mrow><mml:mn>16</mml:mn><mml:mi>α</mml:mi><mml:msup><mml:mrow><mml:mi>Q</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mn>3</mml:mn><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>6</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msqrt><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mn>1</mml:mn><mml:mo>,</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> where <ce:italic>M</ce:italic> is the mass and <ce:italic>Q</ce:italic> is the charge of the black hole. In the low energy effective action of heterotic string theory, <ce:italic>α</ce:italic> is proportional to the inverse string tension with positive parameter. Thus in this paper we will consider the case <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si14.gif"><mml:mi>α</mml:mi><mml:mo>&gt;</mml:mo><mml:mn>0</mml:mn></mml:math> <ce:cross-refs refid="br0360 br0520" id="crs0090">[36,52]</ce:cross-refs>. In addition, from <ce:cross-ref refid="fm0040" id="crf0130">(4)</ce:cross-ref>, one can see that there is an upper bound for the Gauss–Bonnet parameter, namely <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si15.gif"><mml:mi>α</mml:mi><mml:mo>&lt;</mml:mo><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo stretchy="false">/</mml:mo><mml:mn>4</mml:mn></mml:math>.</ce:para><ce:para id="pr0070">In the Gauss–Bonnet–AdS background, the black hole event horizon <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si16.gif"><mml:msub><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow></mml:msub></mml:math> is the largest root of the equation <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si17.gif"><mml:mi>f</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:msub><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math>. At the event horizon, the Hawking temperature can be expressed as <ce:cross-ref refid="br0530" id="crf0140">[53]</ce:cross-ref><ce:display><ce:formula id="fm0050"><ce:label>(5)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si18.gif"><mml:mi>T</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:mn>3</mml:mn><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>6</mml:mn></mml:mrow></mml:msubsup><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:msqrt><mml:mfrac><mml:msup><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:mn>2</mml:mn><mml:mi>α</mml:mi><mml:mo>+</mml:mo><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup></mml:mfrac></mml:msqrt><mml:mo>−</mml:mo><mml:mn>1</mml:mn><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mo>−</mml:mo><mml:mn>8</mml:mn><mml:mi>α</mml:mi><mml:msup><mml:mrow><mml:mi>Q</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mn>12</mml:mn><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>α</mml:mi><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>6</mml:mn></mml:mrow></mml:msubsup></mml:mrow><mml:mrow><mml:mn>12</mml:mn><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup><mml:mi>α</mml:mi><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>5</mml:mn></mml:mrow></mml:msubsup><mml:msqrt><mml:mfrac><mml:msup><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:mn>2</mml:mn><mml:mi>α</mml:mi><mml:mo>+</mml:mo><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup></mml:mfrac></mml:msqrt></mml:mrow></mml:mfrac><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> in which we have used the relation<ce:display><ce:formula id="fm0060"><ce:label>(6)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si19.gif"><mml:mi>M</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mn>4</mml:mn><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mi>Q</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mn>3</mml:mn><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup><mml:mo>+</mml:mo><mml:mn>3</mml:mn><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>α</mml:mi><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mo>+</mml:mo><mml:mn>3</mml:mn><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>6</mml:mn></mml:mrow></mml:msubsup></mml:mrow><mml:mrow><mml:mn>8</mml:mn><mml:mi>π</mml:mi><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:mrow></mml:mfrac><mml:mo>.</mml:mo></mml:math></ce:formula></ce:display> The chemical potential in this background is<ce:display><ce:formula id="fm0070"><ce:label>(7)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si20.gif"><mml:mi mathvariant="normal">Φ</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>Q</mml:mi><mml:mrow><mml:mi>π</mml:mi><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:mrow></mml:mfrac><mml:mo>.</mml:mo></mml:math></ce:formula></ce:display> The entropy of the black hole can be written as<ce:display><ce:formula id="fm0080"><ce:label>(8)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si21.gif"><mml:mi>S</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msubsup></mml:mrow><mml:mn>2</mml:mn></mml:mfrac><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:mfrac><mml:mrow><mml:mn>6</mml:mn><mml:mi>α</mml:mi></mml:mrow><mml:msubsup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>h</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:mfrac><mml:mo>+</mml:mo><mml:mn>1</mml:mn><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mo>.</mml:mo></mml:math></ce:formula></ce:display> Inserting <ce:cross-ref refid="fm0080" id="crf0150">(8)</ce:cross-ref> into <ce:cross-ref refid="fm0050" id="crf0160">(5)</ce:cross-ref>, we can get the relation between the temperature and entropy <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si22.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>S</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math>. Next, we will employ this relation to study the phase structure of the Gauss–Bonnet–AdS black hole in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane.</ce:para></ce:section><ce:section id="se0040"><ce:label>2.2</ce:label><ce:section-title id="st0050">Phase transition of thermal entropy</ce:section-title><ce:para id="pr0080">As we know, for a charged AdS black hole, the spacetime undergoes the Van der Waals-like phase transition as the charge changes from a small value to a large value. Especially there is a critical charge, for which the temperature and entropy satisfy the following relation<ce:display><ce:formula id="fm0090"><ce:label>(9)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si23.gif"><mml:msub><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:mfrac><mml:mrow><mml:mo>∂</mml:mo><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>∂</mml:mo><mml:mi>S</mml:mi></mml:mrow></mml:mfrac><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mrow><mml:mi>Q</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mrow><mml:mo>∂</mml:mo></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>∂</mml:mo><mml:msup><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mrow><mml:mi>Q</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>.</mml:mo></mml:math></ce:formula></ce:display> In our background, the function <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si22.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>S</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> is too prolix so that we are hard to get the analytical value of the critical charge. We will get the critical charge numerically. In the Gauss–Bonnet gravity, it has been found that not only the charge but also the Gauss–Bonnet parameter will affect the phase structure of the black hole. When we discuss the effect of <ce:italic>α</ce:italic> on the phase structure, the symbol <ce:italic>Q</ce:italic> in <ce:cross-ref refid="fm0090" id="crf0170">(9)</ce:cross-ref> should be replaced by <ce:italic>α</ce:italic>.</ce:para><ce:para id="pr0090">In order to obtain an analogy with the liquid–gas phase transition in fluids, we can identify free energy <ce:italic>F</ce:italic> of black hole with the Gibbs free energy <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si24.gif"><mml:mi>G</mml:mi><mml:mo>=</mml:mo><mml:mi>G</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>P</mml:mi><mml:mo>,</mml:mo><mml:mi>V</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> of the fluid, where the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si25.gif"><mml:mi>P</mml:mi><mml:mo>,</mml:mo><mml:mi>V</mml:mi></mml:math> correspond to pressure and volume of fluid. In <ce:cross-ref refid="br0030" id="crf0180">[3]</ce:cross-ref>, the authors identify cosmology constant and curvature in black hole as pressure and volume to study analogy thermal dynamics. In <ce:cross-ref refid="br0030" id="crf0190">[3]</ce:cross-ref>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si26.gif"><mml:mo stretchy="false">(</mml:mo><mml:mi>T</mml:mi><mml:mo>,</mml:mo><mml:mi>S</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>,</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi mathvariant="normal">Φ</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si27.gif"><mml:mo stretchy="false">(</mml:mo><mml:mi>V</mml:mi><mml:mo>,</mml:mo><mml:mi>P</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> are interpreted as conjugated variables in AdS black system. For our case, one can turn off <ce:italic>α</ce:italic> to obtain the AdS black hole system studied in <ce:cross-ref refid="br0030" id="crf0200">[3]</ce:cross-ref>. In order to avoid the confusion, we choose two kinds of identifications shown in <ce:cross-ref refid="fm0100" id="crf0210">(10)</ce:cross-ref>.<ce:display><ce:formula id="fm0100"><ce:label>(10)</ce:label><ce:link locator="fx001" xlink:type="simple" xlink:href="pii:S0550321316303911/fx001" xlink:role="http://data.elsevier.com/vocabulary/ElsevierContentTypes/23.4" id="ln0140"/></ce:formula></ce:display></ce:para><ce:para id="pr0330"><ce:italic>It should be stressed that though the Van der Waals-like phase transition can be constructed by transposing intensive with extensive variables with the help of</ce:italic> <ce:cross-ref refid="fm0100" id="crf0830"><ce:italic>(10)</ce:italic></ce:cross-ref><ce:italic>, the fluid analogy of the Gauss–Bonnet–AdS black hole in our paper is incomplete. We should emphasize that the complete understanding of the fluid analogy and exact definition of extensive variables are given in</ce:italic> <ce:cross-ref refid="br0030" id="crf0840"><ce:italic>[3]</ce:italic></ce:cross-ref><ce:italic>. More precisely, in</ce:italic> <ce:cross-ref refid="br0030" id="crf0850"><ce:italic>[3]</ce:italic></ce:cross-ref><ce:italic>, the cosmological constant is treated as a thermodynamic pressure and its conjugate quantity as a thermodynamic volume. The complete fluid analogy has been presented in</ce:italic> <ce:cross-ref refid="br0030" id="crf0860"><ce:italic>[3]</ce:italic></ce:cross-ref><ce:italic>. In later part of this paper, we are mainly interested in the relation between the thermodynamic entropy and entanglement entropy. Thus it is convenient to discuss the Van der Waals-like phase transition in the</ce:italic> <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> <ce:italic>plane and we can compare the phase structure of thermodynamic entropy and entanglement entropy transparently.</ce:italic></ce:para><ce:para id="pr0100">Firstly, we will fix the charge to discuss how the Gauss–Bonnet parameter affects the phase structure. We will set <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si28.gif"><mml:mi>L</mml:mi><mml:mo>=</mml:mo><mml:mn>1</mml:mn></mml:math>. For the case <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si29.gif"><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math>, we know that in the Einstein gravity, the black hole undergoes the Hawking–Page transition. But in our background, we find the black hole undergoes the Van der Waals-like phase transition, which is shown in (a) of <ce:cross-ref refid="fg0010" id="crf0250">Fig. 1</ce:cross-ref><ce:float-anchor refid="fg0010"/>.</ce:para><ce:para id="pr0120">Exactly, to get the Van der Waals-like phase transition in this case, we should find a critical value of the Gauss–Bonnet parameter. For the function <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si22.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>S</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> is too prolix, we will get it numerically. We plot a series of curves with taking different values of <ce:italic>α</ce:italic> in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane shown in (a) of <ce:cross-ref refid="fg0010" id="crf0260">Fig. 1</ce:cross-ref>, and one can read off the region of critical value of the Gauss–Bonnet parameter <ce:italic>α</ce:italic> which satisfies the condition <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si30.gif"><mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mfrac><mml:mrow><mml:mo>∂</mml:mo><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>∂</mml:mo><mml:mi>S</mml:mi></mml:mrow></mml:mfrac><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mi>α</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math>. We plot a bunch of curves in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane with smaller step so that we can get the precise critical value of <ce:italic>α</ce:italic>. From (b) of <ce:cross-ref refid="fg0010" id="crf0270">Fig. 1</ce:cross-ref>, we find the exact critical value of the Gauss–Bonnet parameter should be about 0.0278, which is labeled by the red dashed lines in (b) of <ce:cross-ref refid="fg0010" id="crf0280">Fig. 1</ce:cross-ref>. Finally, we adjust the value of <ce:italic>α</ce:italic> by hand to find the exact value of <ce:italic>α</ce:italic> that satisfies <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si30.gif"><mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mfrac><mml:mrow><mml:mo>∂</mml:mo><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>∂</mml:mo><mml:mi>S</mml:mi></mml:mrow></mml:mfrac><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mi>α</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math>, which produces <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si31.gif"><mml:msub><mml:mrow><mml:mi>α</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0.0277925</mml:mn></mml:math>. Adapting the same strategy, we also can get the critical value of the Gauss–Bonnet parameter for the case <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si32.gif"><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.1</mml:mn></mml:math>, which produces <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si33.gif"><mml:msub><mml:mrow><mml:mi>α</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0.01972</mml:mn></mml:math>. The phase structure for a fixed <ce:italic>Q</ce:italic> is plotted in <ce:cross-ref refid="fg0020" id="crf0290">Fig. 2</ce:cross-ref><ce:float-anchor refid="fg0020"/>. As <ce:italic>α</ce:italic> is fixed, we also can investigate how the charge affects the phase structure of the black hole. For the case <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si34.gif"><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.01</mml:mn></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si35.gif"><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.02</mml:mn></mml:math>, the critical charge <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si36.gif"><mml:msub><mml:mrow><mml:mi>Q</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math> is found to be 0.1681103 and 0.094984 respectively (<ce:cross-ref refid="fg0140" id="crf0870">Fig. 3</ce:cross-ref><ce:float-anchor refid="fg0140"/>). The phase structure for a fixed <ce:italic>α</ce:italic> is plotted in <ce:cross-ref refid="fg0030" id="crf0880">Fig. 4</ce:cross-ref><ce:float-anchor refid="fg0030"/>.</ce:para><ce:para id="pr0130">From <ce:cross-ref refid="fg0020" id="crf0310">Fig. 2</ce:cross-ref> and <ce:cross-ref refid="fg0030" id="crf0320">Fig. 4</ce:cross-ref>, we know that these phase structures are similar to that of the Van der Waals phase structure. That is, the black hole endowed with different charges or Gauss–Bonnet parameters has different phase structures. As the value of the charge or Gauss–Bonnet parameter is smaller than the corresponding critical value, there is a three special phases region where a small black hole, large black hole and an intermediate black hole coexist. From data about <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math> <ce:cross-ref refid="tl0010" id="crf0330">Table 1</ce:cross-ref><ce:float-anchor refid="tl0010"/>, one can see <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math> will increase with increasing charge <ce:italic>Q</ce:italic> with fixing <ce:italic>α</ce:italic> (<ce:italic>α</ce:italic> with fixing <ce:italic>Q</ce:italic>) to the critical <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si38.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>. When <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si39.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>&lt;</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>, the small black hole will coexist with large black hole. One can make use of equal area law to determined <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math> which is the temperature of coexistence of small black hole and large black hole. While the temperature increases to <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si38.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>, the swallow tails will shrink to a critical point and equal area will go to vanishing. The large black hole and small black hole will go to one black hole. This phenomenon will be analogous with the one in Van der Waals fluid below the critical temperature, as the volume decreased a certain pressure is reached in which gas and liquid coexist. In our case, we can map small black hole and large black hole to liquid phase and gas phase in fluid system in analogy sense. With increasing the value of the charge or Gauss–Bonnet parameter to the corresponding critical value, the small black hole and the large black hole will merge into one and squeeze out the unstable phase such that an inflection point emerges. In this situation, the divergence of the heat capacity implies that there is a second order phase transition. For the case that the value of the charge or Gauss–Bonnet parameter exceeds the corresponding critical value, the black hole is always stable.</ce:para><ce:para id="pr0140">The phase structures can also be observed in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si41.gif"><mml:mi>F</mml:mi><mml:mo>−</mml:mo><mml:mi>T</mml:mi></mml:math> plane, in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si42.gif"><mml:mi>F</mml:mi><mml:mo>=</mml:mo><mml:mi>M</mml:mi><mml:mo>−</mml:mo><mml:mi>T</mml:mi><mml:mi>S</mml:mi></mml:math> is the Helmholtz free energy, and <ce:italic>M</ce:italic> is black hole mass. The pictures for different <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si43.gif"><mml:mi>Q</mml:mi><mml:mo>,</mml:mo><mml:mi>α</mml:mi></mml:math> are shown in <ce:cross-ref refid="fg0140" id="crf0340">Fig. 3</ce:cross-ref> and <ce:cross-ref refid="fg0040" id="crf0360">Fig. 5</ce:cross-ref><ce:float-anchor refid="fg0040"/> We take the case <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si44.gif"><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.03</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.02</mml:mn></mml:math> as an example to elaborate their relation. From (b) of <ce:cross-ref refid="fg0040" id="crf0350">Fig. 5</ce:cross-ref>, we find there is a swallowtail structure, which corresponds to the unstable phase in the top curve in (b) <ce:cross-ref refid="fg0030" id="crf0220">Fig. 4</ce:cross-ref>. The transition temperature <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si45.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0.4145</mml:mn></mml:math> is apparently the value of the horizontal coordinate of the junction between the small black hole and the large black hole. When the temperature is lower than the transition temperature <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math>, the free energy of the small black hole is lowest which means the small hole is stable and dominant. As the temperature is higher than <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math>, the free energy of the large black hole is lowest, so the large black hole dominates thereafter. The non-smoothness of the junction in <ce:cross-ref refid="fg0040" id="crf0230">Fig. 5</ce:cross-ref> indicates that the phase transition is first order.</ce:para><ce:para id="pr0150">In addition, the critical temperature <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math> also satisfies Maxwell's equal area law<ce:display><ce:formula id="fm0110"><ce:label>(11)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si46.gif"><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>≡</mml:mo><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:munderover><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>S</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mi>d</mml:mi><mml:mi>S</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo><mml:mo>≡</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si22.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>S</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> is the analytical function mentioned above, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si47.gif"><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si48.gif"><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:math> are the smallest and largest roots of the equation <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si49.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>S</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math>. For different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic>, the results are listed in <ce:cross-ref refid="tl0010" id="crf0370">Table 1</ce:cross-ref>. From this table, we find <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si50.gif"><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub></mml:math> equals to <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si51.gif"><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:math> within our numerical accuracy. So the equal area law still holds in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane.</ce:para><ce:para id="pr0160">For the second order phase transition in <ce:cross-ref refid="fg0020" id="crf0380">Fig. 2</ce:cross-ref> and <ce:cross-ref refid="fg0030" id="crf0390">Fig. 4</ce:cross-ref>, we know that near the critical temperature <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si38.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>, there is always a relation <ce:cross-ref refid="br0140" id="crf0400">[14]</ce:cross-ref><ce:display><ce:formula id="fm0120"><ce:label>(12)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si52.gif"><mml:mrow><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>=</mml:mo><mml:mn>3</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>S</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>+</mml:mo><mml:mtext> constant</mml:mtext><mml:mo>,</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si53.gif"><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math> is the critical entropy corresponding to the critical temperature. With the definition of the heat capacity<ce:display><ce:formula id="fm0130"><ce:label>(13)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si54.gif"><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mi>Q</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>T</mml:mi><mml:mfrac><mml:mrow><mml:mo>∂</mml:mo><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mo>∂</mml:mo><mml:mi>T</mml:mi></mml:mrow></mml:mfrac><mml:msub><mml:mrow><mml:mo stretchy="true" maxsize="3.8ex" minsize="3.8ex">|</mml:mo></mml:mrow><mml:mrow><mml:mi>Q</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> one can get further <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si55.gif"><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mi>Q</mml:mi></mml:mrow></mml:msub><mml:mo>∼</mml:mo><mml:msup><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mo>−</mml:mo><mml:mn>2</mml:mn><mml:mo stretchy="false">/</mml:mo><mml:mn>3</mml:mn></mml:mrow></mml:msup></mml:math>, namely the critical exponent is <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si109.gif"><mml:mo>−</mml:mo><mml:mn>2</mml:mn><mml:mo stretchy="false">/</mml:mo><mml:mn>3</mml:mn></mml:math>, which is the same as the one <ce:cross-ref refid="br0540" id="crf0410">[54]</ce:cross-ref> from the mean field theory. Next, we will check whether there is a similar relation as <ce:cross-ref refid="fm0120" id="crf0420">(12)</ce:cross-ref> to check the critical exponent of the heat capacity in the framework of holography.</ce:para></ce:section></ce:section><ce:section id="se0050"><ce:label>3</ce:label><ce:section-title id="st0060">Phase structure of the non-local observables</ce:section-title><ce:para id="pr0170">Having understood the phase structure of the black hole from the viewpoint of thermodynamics, we will employ the non-local observables such as holographic entanglement entropy, Wilson loop, and two point correlation function to probe the phase structure. The main motivation is to check whether the non-local observables exhibit the similar phase structure as that of the thermal entropy.</ce:para><ce:section id="se0060"><ce:label>3.1</ce:label><ce:section-title id="st0070">Phase structure probed by holographic entanglement entropy</ce:section-title><ce:para id="pr0180">The holographic entanglement entropy in the Gauss–Bonnet gravity can be proposed as <ce:cross-refs refid="br0390 br0400 br0410 br0420 br0430 br0440 br0450 br0460" id="crs0100">[39–46]</ce:cross-refs><ce:display><ce:formula id="fm0140"><ce:label>(14)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si57.gif"><mml:mrow><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>A</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mn>2</mml:mn><mml:mi>π</mml:mi></mml:mrow><mml:msubsup><mml:mrow><mml:mi>ℓ</mml:mi></mml:mrow><mml:mrow><mml:mi>p</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msubsup></mml:mfrac><mml:munder><mml:mo movablelimits="false">∫</mml:mo><mml:mi>M</mml:mi></mml:munder><mml:msup><mml:mrow><mml:mi>d</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup><mml:mi>x</mml:mi><mml:msqrt><mml:mi>h</mml:mi></mml:msqrt><mml:mspace width="0.2em"/><mml:mrow><mml:mo stretchy="true">[</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mi>α</mml:mi><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi mathvariant="script">R</mml:mi><mml:mo stretchy="true">]</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:mn>4</mml:mn><mml:mi>π</mml:mi></mml:mrow><mml:msubsup><mml:mrow><mml:mi>ℓ</mml:mi></mml:mrow><mml:mrow><mml:mi>p</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msubsup></mml:mfrac><mml:munder><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mo>∂</mml:mo><mml:mi>M</mml:mi></mml:mrow></mml:munder><mml:msup><mml:mrow><mml:mi>d</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>x</mml:mi><mml:msqrt><mml:mi>h</mml:mi></mml:msqrt><mml:mi>α</mml:mi><mml:msup><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi mathvariant="script">K</mml:mi><mml:mo>.</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> The first integral in <ce:cross-ref refid="fm0140" id="crf0430">(14)</ce:cross-ref> is evaluated on the bulk surface <ce:italic>M</ce:italic>, the second one is on boundary ∂<ce:italic>M</ce:italic>, which is the boundary of <ce:italic>M</ce:italic> regularized at <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si58.gif"><mml:mi>r</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si59.gif"><mml:mi mathvariant="script">R</mml:mi></mml:math> is the Ricci scalar for the intrinsic metric of <ce:italic>M</ce:italic>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si60.gif"><mml:mi mathvariant="script">K</mml:mi></mml:math> is the trace of the extrinsic curvature of the boundary of <ce:italic>M</ce:italic> and <ce:italic>h</ce:italic> is the determinant of the induced metric on <ce:italic>M</ce:italic>. The second term in the first integral <ce:cross-ref refid="fm0140" id="crf0440">(14)</ce:cross-ref> is present due to higher derivative gravity appeared in the background. The minimal value of the functional <ce:cross-ref refid="fm0140" id="crf0450">(14)</ce:cross-ref> would give the entanglement entropy of the subsystem <ce:italic>A</ce:italic>.</ce:para><ce:para id="pr0190">For our background, the entangling surface is parameterized as a constant <ce:italic>θ</ce:italic> hypersurface <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si61.gif"><mml:mi>θ</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math> with coordinates <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si62.gif"><mml:mn>0</mml:mn><mml:mo>≤</mml:mo><mml:mi>ϕ</mml:mi><mml:mo>≤</mml:mo><mml:mi>π</mml:mi><mml:mo>,</mml:mo><mml:mn>0</mml:mn><mml:mo>≤</mml:mo><mml:mi>ψ</mml:mi><mml:mo>≤</mml:mo><mml:mn>2</mml:mn><mml:mi>π</mml:mi></mml:math>. In this case, based on <ce:cross-ref refid="fm0140" id="crf0460">(14)</ce:cross-ref>, we can get the equation of motion of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si63.gif"><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math><ce:display><ce:formula id="fm0150"><ce:label>(15)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si64.gif"><mml:mtable displaystyle="true" columnspacing="0.2em"><mml:mtr><mml:mtd columnalign="left"><mml:msup><mml:mrow><mml:mi>π</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo stretchy="false">(</mml:mo><mml:mi mathvariant="normal">sin</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mi>r</mml:mi><mml:msup><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo></mml:mrow></mml:msup><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">)</mml:mo><mml:mo>−</mml:mo><mml:mn>2</mml:mn><mml:mi mathvariant="normal">cos</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo></mml:mrow></mml:msup><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">)</mml:mo><mml:mo>−</mml:mo><mml:mn>2</mml:mn><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mi>f</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi mathvariant="normal">sin</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>″</mml:mo></mml:mrow></mml:msup><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mspace width="1em"/><mml:mo>−</mml:mo><mml:mn>3</mml:mn><mml:mo>+</mml:mo><mml:mi mathvariant="normal">cos</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo></mml:mrow></mml:msup><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">)</mml:mo><mml:mi mathvariant="normal">sin</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo stretchy="false">)</mml:mo><mml:mo>+</mml:mo><mml:mn>4</mml:mn><mml:mi mathvariant="normal">sin</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mi>r</mml:mi><mml:msup><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup><mml:mi>f</mml:mi><mml:msup><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></ce:formula></ce:display> in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si65.gif"><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mi>d</mml:mi><mml:mi>r</mml:mi><mml:mo stretchy="false">/</mml:mo><mml:mi>d</mml:mi><mml:mi>θ</mml:mi></mml:math>. To solve this equation, we will resort to the following boundary conditions<ce:display><ce:formula id="fm0160"><ce:label>(16)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si66.gif"><mml:mrow><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo></mml:mrow></mml:msup><mml:mo stretchy="false">(</mml:mo><mml:mn>0</mml:mn><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mn>0</mml:mn><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>.</mml:mo></mml:mrow></mml:math></ce:formula></ce:display></ce:para><ce:para id="pr0200">In addition, to avoid the entanglement entropy to be contaminated by the surface that wraps the horizon, we will choose a small region <ce:italic>A</ce:italic> as in <ce:cross-ref refid="br0140" id="crf0470">[14]</ce:cross-ref>. In this paper, we will choose <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si67.gif"><mml:msub><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0.2</mml:mn></mml:math>. Note that for a fixed <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si68.gif"><mml:msub><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math>, the entanglement entropy is divergent, so it should be regularized by subtracting off the entanglement entropy in pure AdS with the same boundary region, denoted by <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si69.gif"><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math>. To achieve this, we are required to set a UV cutoff, which is chosen to be <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si70.gif"><mml:msub><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mn>0.199</mml:mn><mml:mo stretchy="false">)</mml:mo></mml:math>. The regularized entanglement entropy is labeled as <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si71.gif"><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>≡</mml:mo><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>A</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math>.</ce:para><ce:para id="pr0210">With these assumptions, we can plot the phase structure of entanglement entropy for a fixed charge <ce:italic>Q</ce:italic> or a fixed Gauss–Bonnet parameter <ce:italic>α</ce:italic>, which are shown in <ce:cross-ref refid="fg0050" id="crf0480">Fig. 6</ce:cross-ref><ce:float-anchor refid="fg0050"/> and <ce:cross-ref refid="fg0060" id="crf0490">Fig. 7</ce:cross-ref><ce:float-anchor refid="fg0060"/>. It is obvious that <ce:cross-ref refid="fg0050" id="crf0500">Fig. 6</ce:cross-ref> and <ce:cross-ref refid="fg0060" id="crf0510">Fig. 7</ce:cross-ref> resemble <ce:cross-ref refid="fg0020" id="crf0520">Fig. 2</ce:cross-ref> and <ce:cross-ref refid="fg0030" id="crf0530">Fig. 4</ce:cross-ref> respectively. Especially, the first order phase transition temperature <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math> and second order phase transition temperature <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si38.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math> are exactly the same as that in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane. We will employ the equal area law to locate the first order phase transition temperature, and critical exponent of the analogous heat capacity to locate the second order phase transition temperature.</ce:para><ce:para id="pr0220">Similar to <ce:cross-ref refid="fm0110" id="crf0540">(11)</ce:cross-ref>, the equal area law in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si72.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi></mml:math> plane can be defined as<ce:display><ce:formula id="fm0170"><ce:label>(17)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si73.gif"><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>≡</mml:mo><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:munderover><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mi>d</mml:mi><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo><mml:mo>≡</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si74.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> is an interpolating function obtained from the numeric data, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math> is the phase transition temperature, and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si75.gif"><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:math>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si76.gif"><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:math> are the smallest and largest values of the equation <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si77.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math>. For different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic>, the calculated results are listed in <ce:cross-ref refid="tl0020" id="crf0550">Table 2</ce:cross-ref><ce:float-anchor refid="tl0020"/>. From this table, we can see that for the unstable region of the first order phase transition in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si72.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi></mml:math> plane, the equal area law holds within our numeric accuracy.</ce:para><ce:para id="pr0230">In order to investigate the critical exponent of the second order phase transition in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si72.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi></mml:math> plane, we define an analogous heat capacity<ce:display><ce:formula id="fm0180"><ce:label>(18)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si78.gif"><mml:mrow><mml:mi>C</mml:mi><mml:mo>=</mml:mo><mml:mi>T</mml:mi><mml:mfrac><mml:mrow><mml:mo>∂</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mo>∂</mml:mo><mml:mi>T</mml:mi></mml:mrow></mml:mfrac><mml:mo>.</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> Provided a similar relation as shown in <ce:cross-ref refid="fm0120" id="crf0560">(12)</ce:cross-ref> is satisfied, one can get the critical exponent of the analogous heat capacity immediately. So next, we are interested in the logarithm of the quantities <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si79.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si80.gif"><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>, in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si38.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math> is the second order phase transition temperature, and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si81.gif"><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math> is obtained numerically by the equation <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si82.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>. The relations between <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si83.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si84.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> for different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic> are shown in <ce:cross-ref refid="fg0070" id="crf0570">Fig. 8</ce:cross-ref><ce:float-anchor refid="fg0070"/>. By data fitting, the straight lines in <ce:cross-ref refid="fg0070" id="crf0580">Fig. 8</ce:cross-ref> can be expressed as<ce:display><ce:formula id="fm0190"><ce:label>(19)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si85.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>=</mml:mo><mml:mrow><mml:mo>{</mml:mo><mml:mtable><mml:mtr><mml:mtd columnalign="left"><mml:mn>20.3652</mml:mn><mml:mspace width="0.2em"/><mml:mo>+</mml:mo><mml:mn>3.00026</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.0277925</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>20.668</mml:mn><mml:mspace width="0.2em"/><mml:mo>+</mml:mo><mml:mn>3.0015</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.1</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.01972</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>20.817</mml:mn><mml:mspace width="0.2em"/><mml:mo>+</mml:mo><mml:mn>3.00773</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.1681103</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.01</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>20.8815</mml:mn><mml:mo>+</mml:mo><mml:mn>3.08132</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.094984</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.02</mml:mn><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:mrow></mml:math></ce:formula></ce:display> It is obvious that for all the lines, the slope is about 3, which resembles that in <ce:cross-ref refid="fm0120" id="crf0590">(12)</ce:cross-ref>. That is, the critical exponent of the analogous heat capacity in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si72.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi></mml:math> plane is the same as that in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane, which once reinforce the conclusion that the phase structure of the entanglement entropy is the same as that of the thermal entropy.</ce:para></ce:section><ce:section id="se0070"><ce:label>3.2</ce:label><ce:section-title id="st0080">Phase structure probed by Wilson loop</ce:section-title><ce:para id="pr0240">In this subsection, we will employ the Wilson loop to probe the phase structure of the Gauss–Bonnet–AdS black hole. According to the AdS/CFT correspondence, the expectation value of the Wilson loop is related to the string partition function<ce:display><ce:formula id="fm0200"><ce:label>(20)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si87.gif"><mml:mo stretchy="false">〈</mml:mo><mml:mi>W</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>C</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">〉</mml:mo><mml:mo>=</mml:mo><mml:mo>∫</mml:mo><mml:mi>D</mml:mi><mml:mi mathvariant="normal">Σ</mml:mi><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mo>−</mml:mo><mml:mi>A</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:msub><mml:mrow><mml:mi mathvariant="normal">Σ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:msup><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> in which <ce:italic>C</ce:italic> is the closed contour, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si88.gif"><mml:msub><mml:mrow><mml:mi mathvariant="normal">Σ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math> is the string world sheet which extends in the bulk with the boundary condition <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si89.gif"><mml:mo>∂</mml:mo><mml:msub><mml:mrow><mml:mi mathvariant="normal">Σ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>C</mml:mi></mml:math>, and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si90.gif"><mml:mi>A</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:msub><mml:mrow><mml:mi mathvariant="normal">Σ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo></mml:math> corresponds to the Nambu–Goto action for the string. In the strongly coupled limit, we can simplify the computation by making a saddle point approximation and evaluating the minimal area surface of the classical string with the same boundary condition <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si89.gif"><mml:mo>∂</mml:mo><mml:msub><mml:mrow><mml:mi mathvariant="normal">Σ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>C</mml:mi></mml:math>, which leads to <ce:cross-ref refid="br0550" id="crf0600">[55]</ce:cross-ref><ce:display><ce:formula id="fm0210"><ce:label>(21)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si91.gif"><mml:mo stretchy="false">〈</mml:mo><mml:mi>W</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>C</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="false">〉</mml:mo><mml:mo>≈</mml:mo><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mo>−</mml:mo><mml:mi>A</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi mathvariant="normal">Σ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:msup><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> where Σ represents the minimal area surface. Next we choose the line with <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si92.gif"><mml:mi>ϕ</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>π</mml:mi><mml:mn>2</mml:mn></mml:mfrac></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si61.gif"><mml:mi>θ</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math> as our loop. Then we can employ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si93.gif"><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo>,</mml:mo><mml:mi>ψ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> to parameterize the minimal area surface, which is invariant under the <ce:italic>ψ</ce:italic>-direction by our rotational symmetry. Thus the corresponding minimal area surface can be expressed as<ce:display><ce:formula id="fm0220"><ce:label>(22)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si94.gif"><mml:mrow><mml:mi>A</mml:mi><mml:mo>=</mml:mo><mml:mn>2</mml:mn><mml:mi>π</mml:mi><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mn>0</mml:mn><mml:msub><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:munderover><mml:mi>r</mml:mi><mml:mi mathvariant="normal">sin</mml:mi><mml:mo>⁡</mml:mo><mml:mi>θ</mml:mi><mml:msqrt><mml:mrow><mml:mfrac><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mrow><mml:mi>f</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:msqrt><mml:mi>d</mml:mi><mml:mi>θ</mml:mi><mml:mo>.</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> Similar to the case of entanglement entropy, we will also use the boundary condition in <ce:cross-ref refid="fm0160" id="crf0610">(16)</ce:cross-ref> to solve <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si63.gif"><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> with the choice <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si67.gif"><mml:msub><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0.2</mml:mn></mml:math>. We label the regularized minimal area surface as <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si95.gif"><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>≡</mml:mo><mml:mi>A</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math>, where <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si96.gif"><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math> is the minimal area in pure AdS with the same boundary region. We plot the relation between <ce:italic>δA</ce:italic> and <ce:italic>T</ce:italic> for different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic> in <ce:cross-ref refid="fg0080" id="crf0620">Fig. 9</ce:cross-ref><ce:float-anchor refid="fg0080"/> and <ce:cross-ref refid="fg0090" id="crf0630">Fig. 10</ce:cross-ref><ce:float-anchor refid="fg0090"/>. Comparing <ce:cross-ref refid="fg0080" id="crf0640">Fig. 9</ce:cross-ref> and <ce:cross-ref refid="fg0090" id="crf0650">Fig. 10</ce:cross-ref> with <ce:cross-ref refid="fg0020" id="crf0660">Fig. 2</ce:cross-ref> and <ce:cross-ref refid="fg0030" id="crf0670">Fig. 4</ce:cross-ref>, we find they are the same nearly besides the scale of the horizontal coordinate. The result tells us that the similar phase structure also shows up for the minimal surface area, which is the same as that of the entanglement entropy.</ce:para><ce:para id="pr0250">It is also necessary to check the equal area law for the first order phase transition and critical exponent of the analogous heat capacity for the second order phase transition in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si110.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi></mml:math> plane. The equal area law in this case can be defined as<ce:display><ce:formula id="fm0230"><ce:label>(23)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si98.gif"><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>≡</mml:mo><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:munderover><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mi>d</mml:mi><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo><mml:mo>≡</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si99.gif"><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:math>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si100.gif"><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:math> are the smallest and largest values of the equation <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si101.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math>, where <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si102.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> is an interpolating function obtained by data fitting. For different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic>, the calculated results are listed in <ce:cross-ref refid="tl0030" id="crf0890">Table 3</ce:cross-ref><ce:float-anchor refid="tl0030"/>. Obviously, as that in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si72.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>S</mml:mi></mml:math> plane, the equal area law also holds within our numeric accuracy, which implies that the minimal area surface owns the same first order phase transition as that of the thermal entropy.</ce:para><ce:para id="pr0260">For the second order phase transition, we are interested in the logarithm of the quantities <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si79.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si104.gif"><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>, in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si38.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math> is the second order phase transition temperature, and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si105.gif"><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math> is obtained numerically by the equation <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si106.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>. The relations between <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si83.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si103.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> for different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic> are shown in <ce:cross-ref refid="fg0100" id="crf0690">Fig. 11</ce:cross-ref><ce:float-anchor refid="fg0100"/>. The straight line in each subgraph can be fitted as<ce:display><ce:formula id="fm0240"><ce:label>(24)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si108.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>=</mml:mo><mml:mrow><mml:mo>{</mml:mo><mml:mtable><mml:mtr><mml:mtd columnalign="left"><mml:mn>20.9318</mml:mn><mml:mo>+</mml:mo><mml:mn>2.98393</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.0277925</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>21.843</mml:mn><mml:mo>+</mml:mo><mml:mn>3.04022</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.1</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.01972</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>21.1332</mml:mn><mml:mo>+</mml:mo><mml:mn>3.0174</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.1681103</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.01</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>21.5862</mml:mn><mml:mo>+</mml:mo><mml:mn>3.07862</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.094984</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.02</mml:mn><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:mrow></mml:math></ce:formula></ce:display> Similar to that of the entanglement entropy, the slope of the fitted straight line is also about 3, which implies that the critical exponent of the analogous heat capacity is <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si109.gif"><mml:mo>−</mml:mo><mml:mn>2</mml:mn><mml:mo stretchy="false">/</mml:mo><mml:mn>3</mml:mn></mml:math> in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si110.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>A</mml:mi></mml:math> plane. This result is consistent with that of the thermal entropy too, which reminds that the minimal area surface exhibits the same second order phase transition as that of the thermal entropy.</ce:para></ce:section><ce:section id="se0080"><ce:label>3.3</ce:label><ce:section-title id="st0090">Phase structure probed by two point correlation function</ce:section-title><ce:para id="pr0270">In this subsection, we would like to study a scalar operator <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si111.gif"><mml:mi mathvariant="script">O</mml:mi></mml:math> with large conformal dimension Δ in the dual field theory. Due to the saddle point approximation, the equal time two point correlation function can be written as follows <ce:cross-ref refid="br0560" id="crf0700">[56]</ce:cross-ref><ce:display><ce:formula id="fm0250"><ce:label>(25)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si112.gif"><mml:mo stretchy="true" maxsize="2.4ex" minsize="2.4ex">〈</mml:mo><mml:mi mathvariant="script">O</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo><mml:mi mathvariant="script">O</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mrow><mml:mi>j</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo><mml:mo stretchy="true" maxsize="2.4ex" minsize="2.4ex">〉</mml:mo><mml:mo>≈</mml:mo><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mo>−</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mo>‾</mml:mo></mml:mover></mml:mrow></mml:msup><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si113.gif"><mml:mover accent="true"><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mo>‾</mml:mo></mml:mover></mml:math> is the length of the bulk geodesic between the points <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si114.gif"><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si115.gif"><mml:mo stretchy="false">(</mml:mo><mml:mi>t</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mrow><mml:mi>j</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo></mml:math> on the AdS boundary. In our gravity model, we can simply choose <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si116.gif"><mml:mo stretchy="false">(</mml:mo><mml:mi>ϕ</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>π</mml:mi><mml:mn>2</mml:mn></mml:mfrac><mml:mo>,</mml:mo><mml:mi>θ</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mi>ψ</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo stretchy="false">)</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si117.gif"><mml:mo stretchy="false">(</mml:mo><mml:mi>ϕ</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>π</mml:mi><mml:mn>2</mml:mn></mml:mfrac><mml:mo>,</mml:mo><mml:mi>θ</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:mi>ψ</mml:mi><mml:mo>=</mml:mo><mml:mi>π</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> as the two boundary points. Then with <ce:italic>θ</ce:italic> to parameterize the trajectory, the proper length is given by<ce:display><ce:formula id="fm0260"><ce:label>(26)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si118.gif"><mml:mrow><mml:mover accent="true"><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mo>‾</mml:mo></mml:mover><mml:mo>=</mml:mo><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mn>0</mml:mn><mml:msub><mml:mrow><mml:mi>θ</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:munderover><mml:msqrt><mml:mrow><mml:mfrac><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mo>′</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mrow><mml:mi>f</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>r</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:msup><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:msqrt><mml:mi>d</mml:mi><mml:mi>θ</mml:mi><mml:mo>.</mml:mo></mml:mrow></mml:math></ce:formula></ce:display> With the boundary condition in <ce:cross-ref refid="fm0160" id="crf0710">(16)</ce:cross-ref>, we can get the numeric result of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si63.gif"><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> and further get <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si113.gif"><mml:mover accent="true"><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mo>‾</mml:mo></mml:mover></mml:math> by substituting <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si63.gif"><mml:mi>r</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>θ</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> into <ce:cross-ref refid="fm0260" id="crf0720">(26)</ce:cross-ref>. Similarly, we label the regularized geodesic length as <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si119.gif"><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>≡</mml:mo><mml:mover accent="true"><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mo>‾</mml:mo></mml:mover><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mover accent="true"><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mo>‾</mml:mo></mml:mover></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math>, where <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si120.gif"><mml:msub><mml:mrow><mml:mover accent="true"><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mo>‾</mml:mo></mml:mover></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub></mml:math> is the geodesic length in pure AdS with the same boundary region. The relations between <ce:italic>δL</ce:italic> and <ce:italic>T</ce:italic> for different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic> are shown in <ce:cross-ref refid="fg0110" id="crf0730">Fig. 12</ce:cross-ref><ce:float-anchor refid="fg0110"/> and <ce:cross-ref refid="fg0120" id="crf0740">Fig. 13</ce:cross-ref><ce:float-anchor refid="fg0120"/>. It is obvious that <ce:cross-ref refid="fg0110" id="crf0750">Fig. 12</ce:cross-ref> and <ce:cross-ref refid="fg0120" id="crf0760">Fig. 13</ce:cross-ref> resemble <ce:cross-ref refid="fg0020" id="crf0770">Fig. 2</ce:cross-ref> and <ce:cross-ref refid="fg0030" id="crf0780">Fig. 4</ce:cross-ref> respectively besides the scale of horizontal coordinate, which implies that the geodesic length owns the same phase structure as that of the thermal entropy. Especially they have the same first order phase transition temperature and second order phase transition temperature, which will be checked next by investigating the equal area law for the first order phase transition and critical exponent for the second order phase transition.</ce:para><ce:para id="pr0280">In the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si121.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi></mml:math> plane, the equal area law can be defined as<ce:display><ce:formula id="fm0270"><ce:label>(27)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si122.gif"><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>≡</mml:mo><mml:mtext> </mml:mtext><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:munderover><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>,</mml:mo><mml:mi>Q</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mi>d</mml:mi><mml:mtext> </mml:mtext><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo><mml:mo>≡</mml:mo><mml:msub><mml:mrow><mml:mi>A</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo></mml:math></ce:formula></ce:display> in which <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si123.gif"><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:math>, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si124.gif"><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:math> are the smallest and largest values of the equation <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si125.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math>, where <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si126.gif"><mml:mi>T</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math> is also an interpolating function. For different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic>, the results are listed in <ce:cross-ref refid="tl0040" id="crf0790">Table 4</ce:cross-ref><ce:float-anchor refid="tl0040"/>. We can see that in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si121.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi></mml:math> plane, the equal area law holds within a reasonable numeric accuracy.</ce:para><ce:para id="pr0290">For the second order phase transition, we will investigate the relation between <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si83.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si127.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo></mml:math> for different <ce:italic>Q</ce:italic> and <ce:italic>α</ce:italic>, which are shown in <ce:cross-ref refid="fg0130" id="crf0800">Fig. 14</ce:cross-ref><ce:float-anchor refid="fg0130"/>. The straight lines in this figure can be fitted respectively as<ce:display><ce:formula id="fm0280"><ce:label>(28)</ce:label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si128.gif"><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>=</mml:mo><mml:mrow><mml:mo>{</mml:mo><mml:mtable><mml:mtr><mml:mtd columnalign="left"><mml:mn>31.3704</mml:mn><mml:mo>+</mml:mo><mml:mn>3.02888</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.0277925</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>32.1586</mml:mn><mml:mo>+</mml:mo><mml:mn>2.99908</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.1</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.01972</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>32.4443</mml:mn><mml:mo>+</mml:mo><mml:mn>3.06135</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.1681103</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.01</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd columnalign="left"><mml:mn>32.494</mml:mn><mml:mo>+</mml:mo><mml:mn>3.05543</mml:mn><mml:mi mathvariant="normal">log</mml:mi><mml:mo>⁡</mml:mo><mml:mo stretchy="false">|</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">|</mml:mo><mml:mo>,</mml:mo></mml:mtd><mml:mtd columnalign="left"><mml:mtext>for </mml:mtext><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0.094984</mml:mn><mml:mo>,</mml:mo><mml:mi>α</mml:mi><mml:mo>=</mml:mo><mml:mn>0.02</mml:mn><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:mrow></mml:math></ce:formula></ce:display> It is obvious that the slope of the fitted straight line is also about 3, which implies that the critical exponent of the analogous heat capacity is <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si109.gif"><mml:mo>−</mml:mo><mml:mn>2</mml:mn><mml:mo stretchy="false">/</mml:mo><mml:mn>3</mml:mn></mml:math> in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si121.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>δ</mml:mi><mml:mi>L</mml:mi></mml:math> plane. The phase structures shown by equal time two heavy operators correlation function are consistent with that given by the holographic entanglement entropy and expectation value of Wilson loop.</ce:para></ce:section></ce:section><ce:section id="se0090" role="conclusion"><ce:label>4</ce:label><ce:section-title id="st0100">Conclusions</ce:section-title><ce:para id="pr0300">In this paper, we have studied the thermal entropy of a (4+1)-dimensional spherical Gauss–Bonnet–AdS black hole and found that there is van der Waals-like phase transition in the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif"><mml:mi>T</mml:mi><mml:mo>−</mml:mo><mml:mi>S</mml:mi></mml:math> plane for a fixed charge <ce:italic>Q</ce:italic> or a fixed Gauss–Bonnet parameter <ce:italic>α</ce:italic>. For the case <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si29.gif"><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math>, the neural spherical Gauss–Bonnet–AdS black hole still undergoes the van der Waals-like phase transition rather than the Hawking–Page phase transition appeared in the Einstein gravity, which have been studied intensively.</ce:para><ce:para id="pr0310">For spherical AdS black hole in Einstein gravity, <ce:cross-ref refid="br0140" id="crf0810">[14]</ce:cross-ref> has observed that holographic entanglement entropy will also undergo van der Waals-like phase transition which is much analogous to that in thermal entropy. We extended this observation to (4+1)-dimensional spherical Gauss–Bonnet–AdS black hole and found there is a similar phenomenon. We apply AdS/CFT to study some non-local observables such as holographic entanglement entropy, Wilson loop, and two point correlation function, which are dual to the minimal volume, minimal area, and geodesic length respectively in the conformal field theory. For a fixed charge or a fixed Gauss–Bonnet parameter, all these quantities show that there exist van der Waals-like phase transitions, which happen in thermal entropy already. Below the critical charge or critical Gauss–Bonnet parameter, there exists phase which is composed by a small black hole, large black hole and an intermediate black hole. In this phase, the intermediate black hole will be not stable and the small black hole will directly jump to the large black hole as the temperature increases to the first order phase transition temperature <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si37.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math>. More precisely, we checked Maxwell's equal area law and found it was valid for all the charges and Gauss–Bonnet parameters to confirm the first order phase transition. As the value of the charge or Gauss–Bonnet parameter increases to the critical value, the small black hole and the large black hole merges into one and the intermediate black hole disappears at transition temperature <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si38.gif"><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math>. For this case, phase transition will be the second order. The critical exponent of the analogous heat capacity is found to be consistent with that of the mean field theory. The black hole is always stable as the value of the charge or Gauss–Bonnet parameter is larger than the critical value. Our results confirm the fact that all the nonlocal quantities exhibit van der Waals-like phase transitions in the dual field theory regardless of the dual gravity model.</ce:para></ce:section></ce:sections><ce:acknowledgment id="ac0010"><ce:section-title id="st0110">Acknowledgements</ce:section-title><ce:para id="pr0320">We would like to thank Rong-Gen Cai for his discussions. S.H. is supported by <ce:grant-sponsor id="gsp0010">Max-Planck fellowship</ce:grant-sponsor> in Germany and the <ce:grant-sponsor id="gsp0020" sponsor-id="http://dx.doi.org/10.13039/501100001809">National Natural Science Foundation of China</ce:grant-sponsor> (No. <ce:grant-number refid="gsp0020">11305235</ce:grant-number>). L.L. is supported by the <ce:grant-sponsor id="gsp0030" sponsor-id="http://dx.doi.org/10.13039/501100001809">National Natural Science Foundation of China</ce:grant-sponsor> (Grant No. <ce:grant-number refid="gsp0030">11575270</ce:grant-number>). X.Z. is supported by the <ce:grant-sponsor id="gsp0040" sponsor-id="http://dx.doi.org/10.13039/501100001809">National Natural Science Foundation of China</ce:grant-sponsor> (Grant No. <ce:grant-number refid="gsp0040">11405016</ce:grant-number>), <ce:grant-sponsor id="gsp0050" sponsor-id="http://dx.doi.org/10.13039/501100002858">China Postdoctoral Science Foundation</ce:grant-sponsor> (Grant No. <ce:grant-number refid="gsp0050">2016M590138</ce:grant-number>), <ce:grant-sponsor id="gsp0060">Natural Science Foundation of Education Committee of Chongqing</ce:grant-sponsor> (Grant No. <ce:grant-number refid="gsp0060">KJ1500530</ce:grant-number>), and <ce:grant-sponsor id="gsp0070">Basic Research Project of Science and Technology Committee of Chongqing</ce:grant-sponsor> (Grant No. <ce:grant-number refid="gsp0070">cstc2016jcyja0364</ce:grant-number>).</ce:para></ce:acknowledgment></body><tail><ce:bibliography id="bl0010"><ce:section-title id="st0120">References</ce:section-title><ce:bibliography-sec id="bs0010"><ce:bib-reference id="br0010"><ce:label>[1]</ce:label><sb:reference id="bib4368616D626C696Es1"><sb:contribution><sb:authors><sb:author><ce:given-name>A.</ce:given-name><ce:surname>Chamblin</ce:surname></sb:author><sb:author><ce:given-name>R.</ce:given-name><ce:surname>Emparan</ce:surname></sb:author><sb:author><ce:given-name>C.V.</ce:given-name><ce:surname>Johnson</ce:surname></sb:author><sb:author><ce:given-name>R.C.</ce:given-name><ce:surname>Myers</ce:surname></sb:author></sb:authors><sb:title><sb:maintitle>Charged AdS black holes and catastrophic holography</sb:maintitle></sb:title></sb:contribution><sb:host><sb:issue><sb:series><sb:title><sb:maintitle>Phys. 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