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<TITLE>Special Session on Real</TITLE>=20
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<BODY>
<P>&nbsp;</P>
<P class=3D"style14">Special Session &amp; Competition on Real-Parameter =
Single=20
Objective Optimization at CEC-2013,  Cancun, Mexico 21-23 June 2013</P>
<P>If you face any difficulties, please inform me ( <A =
href=3D"mailto:epnsugan@ntu.edu.sg">epnsugan@ntu.edu.sg</A>&nbsp;=20
).</P>
<OL>
  <LI>
  <P style=3D"line-height: 200%; margin-top: 2px; margin-bottom: =
2px;"><A =
href=3D"http://www.ntu.edu.sg/home/EPNSugan/index_files/CEC2013/CFP-CEC20=
13.htm">Call=20
  for papers</A></P></LI>
  <LI>
  <P align=3D"justify" style=3D"line-height: 200%; margin-top: 2px; =
margin-bottom: 2px;"><SPAN=20
  lang=3D"DE" style=3D"font-size: 12pt;">J. J. Liang, B-Y. Qu, P. N. =
Suganthan,=20
  </SPAN> Alfredo G. Hern=E1ndez-D=EDaz<SPAN lang=3D"DE" =
style=3D"font-size: 12pt;">,=20
  "</SPAN><A =
href=3D"http://www.ntu.edu.sg/home/EPNSugan/index_files/CEC2013/Definitio=
ns%20of%20%20CEC%2013%20benchmark%20suite%200117.pdf">Problem=20
   Definitions and Evaluation Criteria for the CEC 2013 Special Session =
and=20
   Competition on  Real-Parameter Optimization</A>",<SPAN =
style=3D"font-size: 12pt;">=20
  Technical  Report</SPAN><SPAN style=3D"font-size: 12pt; =
mso-fareast-language: ZH-CN;">=20
  201212</SPAN><SPAN style=3D"font-size: 12pt;">, </SPAN> <SPAN =
style=3D"font-size: 12pt; mso-fareast-language: ZH-CN;">Computational=20
   Intelligence Laboratory</SPAN><SPAN style=3D"font-size: 12pt;">, =
</SPAN> <SPAN=20
  style=3D"font-size: 12pt; mso-fareast-language: ZH-CN;">Zhengzhou  =
University,=20
  Zhengzhou China<o:p></o:p> <o:p>&nbsp;and&nbsp; </o:p> </SPAN><SPAN =
style=3D"font-size: 12pt;">Technical=20
  Report, Nanyang Technological  University, Singapore<o:p>, January =
2013.=20
  </o:p></SPAN></P></LI>
  <LI>
  <P style=3D"line-height: 200%; margin-top: 2px; margin-bottom: =
2px;">To=20
  download,  Matlab, C, JAVA,&nbsp; &amp; Data files. please follow the =
link:=20
  <SPAN style=3D'color: rgb(31, 73, 125); font-family: =
"Calibri","sans-serif"; font-size: 12pt; mso-fareast-language: ZH-CN; =
mso-fareast-font-family: SimSun; mso-fareast-theme-font: minor-fareast; =
mso-bidi-font-family: "Times New Roman"; mso-ansi-language: EN-US; =
mso-bidi-language: AR-SA;'>&nbsp;<A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx">http://web.mysites.ntu.edu.sg/epnsugan/PublicSit=
e/Shared%20Documents/Forms/AllItems.aspx</A>to=20
  CEC2013 folder</SPAN><SPAN class=3D"style7" style=3D'color: rgb(31, =
73, 125); font-family: "Calibri","sans-serif"; mso-fareast-language: =
ZH-CN; mso-fareast-font-family: SimSun; mso-fareast-theme-font: =
minor-fareast; mso-bidi-font-family: "Times New Roman"; =
mso-ansi-language: EN-US; mso-bidi-language: AR-SA;'>.</SPAN></P></LI>
  <LI>
  <P class=3D"style18"><SPAN class=3D"style8"><STRONG>The R-package is =
available=20
  from: </STRONG></SPAN>&nbsp;&nbsp;<A =
href=3D"http://cran.r-project.org/web/packages/cec2013/cec2013.pdf">
  =
http://cran.r-project.org/web/packages/cec2013/cec2013.pdf</A><o:p>&nbsp;=
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;=20
  It can be useful for Linux, Mac, etc. For queries, please contact the=20
  maintainer:&nbsp;  Mauricio Zambrano-Bigiarini&nbsp;&nbsp;&nbsp; <A =
href=3D"mailto:mzb.devel@gmail.com">mzb.devel@gmail.com</A>=20
  </o:p> </P></LI>
  <LI>
  <P class=3D"style18"><A =
href=3D"http://www.ntu.edu.sg/home/EPNSugan/index_files/CEC2013/results_2=
1.pdf">Comparison=20
  of Algorithms</A> (  Prepared by Ilya Loshchilov , Thomas Stuetzle =
&amp;=20
  Tianjun Liao )</P></LI></OL>
<P class=3D"style16" style=3D"line-height: 200%; margin-top: 2px; =
margin-bottom: 2px;">
&nbsp;</P>
<P class=3D"style16" style=3D"line-height: 200%; margin-top: 2px; =
margin-bottom: 2px;"><STRONG>Accepted=20
Papers</STRONG></P>
<OL>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Benchmark=20
  Results for a Simple 	Hybrid Algorithm on the CEC 2013 Benchmark Set =
for Real=20
  parameter 	Optimization [#1566] . . Tianjun Liao and Thomas =
Stuetzle<SPAN=20
  style=3D"mso-spacerun: yes;">&nbsp;&nbsp;	</SPAN>Universite Libre de =
Bruxelles=20
  (ULB), IRIDIA, Belgium<o:p></o:p></SPAN>	 <SPAN class=3D"style7" =
lang=3D"EN-SG"=20
  style=3D"color: black; font-family: NimbusSanL-Regu; =
mso-bidi-font-family: NimbusSanL-Regu;">
  	(</SPAN><SPAN class=3D"style7" lang=3D"EN-SG" style=3D"font-family: =
NimbusSanL-Regu; mso-bidi-font-family: NimbusSanL-Regu;"><STRONG><A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx?RootFolder=3D%2fepnsugan%2fPublicSite%2fShared%20=
Documents%2fCEC2013&amp;FolderCTID=3D&amp;View=3D%7bDAF31868%2d97D8%2d477=
9%2dAE49%2d9CEC4DC3F310%7d">Codes-Results=20
  	available</A>, as icmaesils)</STRONG></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">CMA-ES=20
  with Restarts for 	Solving CEC 2013 Benchmark Problems [#1318] . Ilya=20
  Loshchilov Ecole 	Polytechnique Federale de Lausanne, Laboratory of=20
  Intelligent Systems, 	Switzerland<o:p></o:p></SPAN>	 <SPAN =
class=3D"style7"=20
  lang=3D"EN-SG" style=3D"color: black; font-family: NimbusSanL-Regu; =
mso-bidi-font-family: NimbusSanL-Regu;">
  	(</SPAN><SPAN class=3D"style7" lang=3D"EN-SG" style=3D"font-family: =
NimbusSanL-Regu; mso-bidi-font-family: NimbusSanL-Regu;"><STRONG><A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx?RootFolder=3D%2fepnsugan%2fPublicSite%2fShared%20=
Documents%2fCEC2013&amp;FolderCTID=3D&amp;View=3D%7bDAF31868%2d97D8%2d477=
9%2dAE49%2d9CEC4DC3F310%7d">Codes-Results=20
  	available</A>, asNBIPOPaCMA)</STRONG></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Dynamically=20
  updated Region 	Based Memetic Algorithm for the 2013 CEC Special =
Session=20
  and<SPAN style=3D"mso-spacerun: yes;">&nbsp;	</SPAN>Competition on =
Real=20
  Parameter Single Objective Optimization [#1617] . 	. Benjamin Lacroix, =
Daniel=20
  Molina and Francisco Herrera<SPAN style=3D"mso-spacerun: =
yes;">&nbsp;&nbsp;
  	</SPAN>Universidad de Granada, Spain; Universidad de Cadiz, =
Spain<o:p></o:p>
  	 </SPAN>	 <SPAN lang=3D"EN-SG" style=3D"color: black; font-family: =
NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;"><o:p>=20
  &nbsp;</o:p></SPAN><SPAN class=3D"style7" lang=3D"EN-SG" =
style=3D"color: black; font-family: NimbusSanL-Regu; =
mso-bidi-font-family: NimbusSanL-Regu;">(</SPAN><SPAN=20
  class=3D"style7" lang=3D"EN-SG" style=3D"font-family: NimbusSanL-Regu; =
mso-bidi-font-family: NimbusSanL-Regu;"><STRONG><A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx?RootFolder=3D%2fepnsugan%2fPublicSite%2fShared%20=
Documents%2fCEC2013&amp;FolderCTID=3D&amp;View=3D%7bDAF31868%2d97D8%2d477=
9%2dAE49%2d9CEC4DC3F310%7d">Codes-Results=20
  	available</A>, as DRMA-LSch-CMA)</STRONG></SPAN><o:p></o:p></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Evaluating=20
  the performance of 	SHADE on CEC 2013 benchmark problems [#1652] . . =
Ryoji=20
  Tanabe and Alex 	Fukunaga<SPAN style=3D"mso-spacerun: yes;">&nbsp; =
</SPAN>The=20
  University of 	Tokyo, Japan<o:p></o:p></SPAN>	 <SPAN class=3D"style7" =
lang=3D"EN-SG"=20
  style=3D"color: black; font-family: NimbusSanL-Regu; =
mso-bidi-font-family: NimbusSanL-Regu;">
  	(</SPAN><SPAN class=3D"style7" lang=3D"EN-SG" style=3D"font-family: =
NimbusSanL-Regu; mso-bidi-font-family: NimbusSanL-Regu;"><STRONG><A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx?RootFolder=3D%2fepnsugan%2fPublicSite%2fShared%20=
Documents%2fCEC2013&amp;FolderCTID=3D&amp;View=3D%7bDAF31868%2d97D8%2d477=
9%2dAE49%2d9CEC4DC3F310%7d">Codes-Results=20
  	available</A>, as SHADE_CEC2013)</STRONG></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">A=20
  Genetic Algorithm for 	Solving the CEC=922013 Competition Problems on=20
  Real-Parameter Optimization 	[#1132] . Saber Elsayed, Ruhul Sarker and =
Daryl=20
  Essam<SPAN style=3D"mso-spacerun: yes;">&nbsp;&nbsp;&nbsp;&nbsp;	=
</SPAN>UNSW at=20
  Canberra, Australia<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><o:p></o:p>	 <SPAN lang=3D"EN-SG" =
style=3D"color: black; font-family: NimbusSanL-Regu; font-size: 10pt; =
mso-bidi-font-family: NimbusSanL-Regu;">Mean-Variance=20
  Mapping 	Optimization for Solving the IEEE-CEC 2013 Competition=20
  Problems<o:p></o:p>	[#1284] . . Jose Rueda and Istvan Erlich<SPAN =
style=3D"mso-spacerun: yes;">&nbsp;
  	</SPAN>University Duisburg-Essen, =
Germany<o:p></o:p></SPAN><o:p>&nbsp; </o:p>
  	 <o:p><SPAN class=3D"style7" lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; mso-bidi-font-family: NimbusSanL-Regu;">
  	(</SPAN><SPAN class=3D"style7" lang=3D"EN-SG" style=3D"font-family: =
NimbusSanL-Regu; mso-bidi-font-family: NimbusSanL-Regu;"><STRONG><A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx?RootFolder=3D%2fepnsugan%2fPublicSite%2fShared%20=
Documents%2fCEC2013&amp;FolderCTID=3D&amp;View=3D%7bDAF31868%2d97D8%2d477=
9%2dAE49%2d9CEC4DC3F310%7d">Codes-Results=20
  	available</A>, as =
MVMO-SH_CEC2013)</STRONG></SPAN></o:p><o:p></o:p></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">A=20
  Self-Adaptive Heterogeneous 	PSO for Real-Parameter Optimization =
[#1267] .=20
  Filipe Nepomuceno and Andries 	Engelbrecht, University of Pretoria, =
South=20
  Africa<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Real=20
  Parameter Single 	Objective Optimization using Self-Adaptive =
Differential=20
  Evolution Algorithm 	with more Strategies [#1381] . Janez Brest, Borko =

  Boskovic, Ales Zamuda, 	Iztok Fister and Efren Mezura-Montes<SPAN =
style=3D"mso-spacerun: yes;">&nbsp;&nbsp;&nbsp;
  	</SPAN>University of Maribor, Slovenia; Universidad Veracruzana,=20
  Mexico<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Structured=20
  Population Size 	Reduction Differential Evolution with Multiple =
Mutation=20
  Strategies on<SPAN style=3D"mso-spacerun: yes;">&nbsp;	</SPAN>CEC 2013 =
Real=20
  Parameter Optimization [#1393] . . Ales Zamuda, Janez 	Brest and Efren =

  Mezura-Montes University of Maribor, Slovenia; University of 	=
Veracruz,=20
  Mexico</SPAN><SPAN lang=3D"EN-SG" style=3D"color: black; font-family: =
NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;"><o:p>&nbsp;=20
  </o:p>	 </SPAN><o:p> 	<SPAN class=3D"style7" lang=3D"EN-SG" =
style=3D"color: black; font-family: NimbusSanL-Regu; =
mso-bidi-font-family: NimbusSanL-Regu;">
  	(</SPAN><SPAN class=3D"style7" lang=3D"EN-SG" style=3D"font-family: =
NimbusSanL-Regu; mso-bidi-font-family: NimbusSanL-Regu;"><STRONG><A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx?RootFolder=3D%2fepnsugan%2fPublicSite%2fShared%20=
Documents%2fCEC2013&amp;FolderCTID=3D&amp;View=3D%7bDAF31868%2d97D8%2d477=
9%2dAE49%2d9CEC4DC3F310%7d">Codes-Results=20
  	available</A>, as </STRONG></SPAN></o:p>	 <SPAN class=3D"style7" =
style=3D'font-family: "Courier New"; mso-fareast-language: EN-US; =
mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; =
mso-ansi-language: EN-US; mso-bidi-language: =
AR-SA;'><STRONG>SPSRDEMMS</STRONG></SPAN><o:p>)</o:p></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Differential=20
  Evolution with 	Concurrent Fitness Based Local Search [#1476] . Ilpo=20
  Poikolainen and 	Ferrante Neri,<SPAN=20
  style=3D"mso-spacerun: yes;">&nbsp;&nbsp;&nbsp; </SPAN>	University of =
Jyvaskyla,=20
  Finland<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Competitive=20
  Differential 	Evolution Applied to CEC 2013 Problems [#1110] . Josef =
Tvrdik=20
  and Radka 	Polakova<SPAN=20
  style=3D"mso-spacerun: yes;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </SPAN>	=
University=20
  of Ostrava, Czech Republic<o:p>. </o:p>	 </SPAN><o:p> 	<SPAN =
class=3D"style7"=20
  lang=3D"EN-SG" style=3D"color: black; font-family: NimbusSanL-Regu; =
mso-bidi-font-family: NimbusSanL-Regu;">
  	(</SPAN><SPAN class=3D"style7" lang=3D"EN-SG" style=3D"font-family: =
NimbusSanL-Regu; mso-bidi-font-family: NimbusSanL-Regu;"><STRONG><A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx?RootFolder=3D%2fepnsugan%2fPublicSite%2fShared%20=
Documents%2fCEC2013&amp;FolderCTID=3D&amp;View=3D%7bDAF31868%2d97D8%2d477=
9%2dAE49%2d9CEC4DC3F310%7d">Codes-Results=20
  	available</A>, as =
CEC2013_b6e6rl)</STRONG></SPAN></o:p><o:p></o:p></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Investigation=20
  of Self-adaptive 	Differential Evolution on the CEC-2013 =
Single-Objective=20
  Continuous<SPAN style=3D"mso-spacerun: yes;">&nbsp;	=
</SPAN>Optimization Testbed=20
  [#1750] . . A. K. Qin, Xiaodong Li, Hong Pan and 	Siyu Xia<SPAN =
style=3D"mso-spacerun: yes;">&nbsp;=20
  </SPAN>RMIT University, 	Australia; Southeast University, China =
</SPAN>	 <SPAN=20
  lang=3D"EN-SG" style=3D"color: black; font-family: NimbusSanL-Regu; =
font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;"><o:p>&nbsp;</o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Teaching=20
  and Learning based 	Differential Evoltuion with Self Adaptation for =
Real=20
  Parameter Optimization	 <SPAN style=3D"mso-spacerun: =
yes;">&nbsp;</SPAN>[#1732]=20
  . . Subhodip Biswas, Souvik 	Kundu, Swagatam Das and Athanasios =
Vasilakos<SPAN=20
  style=3D"mso-spacerun: yes;">&nbsp;	</SPAN>Jadavpur University, India; =
Indian=20
  Statistical Institute, India; 	Kuwait University,=20
  Kuwait<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">A=20
  CMA-ES Super-fit Scheme for 	the Re-sampled Inheritance Search [#1093] =
. .=20
  Fabio Caraffini, Giovanni 	Iacca, Ferrante Neri, Lorenzo Picinali and =
Ernesto=20
  Mininno<SPAN style=3D"mso-spacerun: yes;">&nbsp;&nbsp;	</SPAN>De =
Montfort=20
  University, United Kingdom; INCAS3, Netherlands; 	University of =
Jyvaskyla,=20
  Finland<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">The=20
  Parameter-Less 	Evolutionary Search for Real-Parameter Single =
Objective=20
  Optimization [#1159]<SPAN style=3D"mso-spacerun: yes;">&nbsp;&nbsp;
  	</SPAN>Gregor Papa and Jurij Silc. . Jozef Stefan Institute,=20
  Slovenia<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Differential=20
  Evolution on the 	CEC-2013 Single-Objective Continuous Optimization =
Testbed=20
  [#1733]<SPAN style=3D"mso-spacerun: yes;">&nbsp;	</SPAN>A<SPAN =
style=3D"mso-spacerun: yes;">&nbsp;=20
  </SPAN>K. Qin and Xiaodong Li 	. . RMIT University,=20
  Australia<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">The=20
  Continuous Differential 	Ant-Stigmergy Algorithm Applied on =
Real-Parameter=20
  Single Objective<SPAN style=3D"mso-spacerun: yes;">&nbsp;	=
</SPAN>Optimization=20
  Problems [#1238] . . Peter Korosec and Jurij Silc<SPAN =
style=3D"mso-spacerun: yes;">&nbsp;&nbsp;&nbsp;
  	</SPAN>Jozef Stefan Institute, Slovenia<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Population=92s=20
  Variance-Based 	Adaptive Differential Evolution for Real Parameter=20
  Optimization<SPAN style=3D"mso-spacerun: yes;">&nbsp;	</SPAN>[#1285] . =
Leandro=20
  Coelho, Helon Ayala and Roberto Freire<SPAN style=3D"mso-spacerun: =
yes;">&nbsp;
  	</SPAN>Pontifical Catholic University of Parana - PUCPR, =
Brazil</SPAN><SPAN=20
  lang=3D"EN-SG" style=3D"color: black; font-family: NimbusSanL-Regu; =
font-size: 10pt; mso-bidi-font-family: NimbusSanL-Regu;"><o:p>&nbsp;=20
  </o:p>	 </SPAN><o:p> 	<SPAN class=3D"style7" lang=3D"EN-SG" =
style=3D"color: black; font-family: NimbusSanL-Regu; =
mso-bidi-font-family: NimbusSanL-Regu;">
  	(</SPAN><SPAN class=3D"style7" lang=3D"EN-SG" style=3D"font-family: =
NimbusSanL-Regu; mso-bidi-font-family: NimbusSanL-Regu;"><STRONG><A=20
  =
href=3D"http://web.mysites.ntu.edu.sg/epnsugan/PublicSite/Shared%20Docume=
nts/Forms/AllItems.aspx?RootFolder=3D%2fepnsugan%2fPublicSite%2fShared%20=
Documents%2fCEC2013&amp;FolderCTID=3D&amp;View=3D%7bDAF31868%2d97D8%2d477=
9%2dAE49%2d9CEC4DC3F310%7d">Codes-Results=20
  	available</A>, as =
PVADE)</STRONG></SPAN></o:p><o:p></o:p><o:p></o:p></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Super-fit=20
  Multicriteria 	Adaptive Differential Evolution [#1122] . . Fabio =
Caraffini,=20
  Ferrante Neri, 	Jixiang Cheng, Gexiang Zhang, Lorenzo Picinali, =
Giovanni Iacca=20
  and Ernesto 	Mininno<SPAN style=3D"mso-spacerun: yes;">&nbsp;&nbsp; =
</SPAN>De=20
  Montfort 	University, United Kingdom; University of Jyvaskyla, =
Finland;=20
  Southwest 	Jiaotong University,<SPAN style=3D"mso-spacerun: =
yes;">&nbsp;=20
  </SPAN>China; 	INCAS3, Netherlands<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Differential=20
  Evolution with 	Automatic Parameter Configuration for Solving the =
CEC2013=20
  Competition<SPAN style=3D"mso-spacerun: yes;">&nbsp;	</SPAN>on =
Real-Parameter=20
  Optimization [#1148] . Saber Elsayed, Ruhul Sarker 	and Tapabrata =
Ray<SPAN=20
  style=3D"mso-spacerun: yes;">&nbsp; </SPAN>UNSW at 	Canberra,=20
  Australia</SPAN><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;"><o:p>&nbsp;</o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Differential=20
  Evolution: 	Performances and Analyses [#1676] . . . . Nikhil Padhye, =
Pulkit=20
  Mittal and 	Kalyanmoy Deb<SPAN style=3D"mso-spacerun: yes;">&nbsp; =
</SPAN>MIT,=20
  United States 	of America; IIT K, India<o:p></o:p></SPAN></P></LI>
  <LI>
  <P class=3D"MsoNormal"><SPAN lang=3D"EN-SG" style=3D"color: black; =
font-family: NimbusSanL-Regu; font-size: 10pt; mso-bidi-font-family: =
NimbusSanL-Regu;">Testing=20
  A Particle Swarm 	Optimization and Artificial Bee Colony Hybrid =
Algorithm on=20
  The CEC13<SPAN style=3D"mso-spacerun: yes;">&nbsp;	</SPAN>Benchmarks =
[#1502] .=20
  Mohammed El-Abd<SPAN style=3D"mso-spacerun: yes;">&nbsp;	=
</SPAN>American=20
  University of Kuwait, Kuwait<o:p></o:p></SPAN></P></LI>
  <LI><FONT face=3D"NimbusSanL-Regu" size=3D"2">
  <P align=3D"LEFT">Standard Particle Swarm Optimisation 2011 at =
CEC-2013: A=20
  	baseline for future PSO improvements&nbsp;&nbsp;&nbsp; Mauricio=20
  	Zambrano-Bigiarini, Maurice Clerc and Rodrigo =
Rojas&nbsp;&nbsp;&nbsp;&nbsp;=20
  	Institute for Environment and Sustainability. Joint Research Centre,=20
  	European Commission, Italy;&nbsp;&nbsp; Independent Consultant,=20
  France</P></FONT>	=20
  <P class=3D"MsoNormal"><o:p></o:p></P></LI></OL>
<P style=3D"line-height: 200%; margin-top: 2px; margin-bottom: 2px;">
-------------------------------------------------------------------------=
------------------------------------------------------------------------<=
/P>
<P class=3D"style13" style=3D"line-height: 200%; margin-top: 2px; =
margin-bottom: 2px;"><STRONG>Paper=20
Submission</STRONG></P>
<P style=3D"line-height: 200%; margin-top: 2px; margin-bottom: =
2px;"><SPAN style=3D'color: black; font-family: "Times New =
Roman","serif"; font-size: 12pt; mso-fareast-language: ZH-CN; =
mso-fareast-font-family: SimSun; mso-ansi-language: EN-US; =
mso-bidi-language: AR-SA;'>When=20
submitting, please make sure you select<STRONG> "Real Parameter Single =
Objective=20
Optimization"</STRONG> as the "Main Research  Topic". <BR =
style=3D"mso-special-character: line-break;"></SPAN></P>
<P class=3D"style13" style=3D"line-height: 200%; margin-top: 2px; =
margin-bottom: 2px;"><STRONG>Paper=20
Submission Deadline</STRONG></P>
<P style=3D"line-height: 200%; margin-top: 2px; margin-bottom: =
2px;"><SPAN style=3D'color: black; font-family: "Times New =
Roman","serif"; font-size: 12pt; mso-fareast-language: ZH-CN; =
mso-fareast-font-family: SimSun; mso-ansi-language: EN-US; =
mso-bidi-language: AR-SA;'>We=20
will follow the deadlines as determined by CEC  2013 which is now =
extended to=20
March 2013 as the final - firm deadline. <BR =
style=3D"mso-special-character: line-break;"></SPAN></P>
<P class=3D"style8" style=3D"line-height: 200%; margin-top: 2px; =
margin-bottom: 2px;"><STRONG>Updated=20
on&nbsp; 29th Jan 2013: </STRONG></P>
<P class=3D"style9">Considering the suggestions from the&nbsp; =
researchers, we=20
 updated our competition as follows:<o:p></o:p></P>
<P class=3D"style9"><STRONG>1.</STRONG> Error value smaller than 10-8 =
will be=20
 taken as zero.<o:p></o:p></P>
<P class=3D"style9">&nbsp;</P>
<P class=3D"style9"><STRONG>2.</STRONG> 50D is added in the competition. =

 Considering the limited time, results of 10D and 30D problems are =
acceptable=20
for  the review submission. However, 50D should be included in the final =

version.  Thus 28*3 (10D, 30D and 50D) files should be zipped and sent =
to the=20
organizers  after the final version of the paper is submitted. =
<o:p></o:p></P>
<P class=3D"style9">&nbsp;</P>
<P class=3D"style9"><STRONG>3.</STRONG> Equations of novel composition =
functions=20
 are modified for ease of understanding.<o:p></o:p></P>
<P class=3D"style9"><o:p></o:p></P>
<P class=3D"style9"><STRONG>4.</STRONG> Some bugs have been=20
modified:<o:p></o:p></P>
<P class=3D"style10"><SPAN class=3D"style7"><STRONG>(1)</STRONG> Codes =
for problems=20
3  and 4 were inconsistent with the report.</SPAN><SPAN class=3D"style7" =
style=3D"mso-spacerun: yes;">&nbsp;
</SPAN><SPAN class=3D"style7">Problem 3 is bent_cigar while Problem 4 is =

 discus_func. The report has been modified.</SPAN><o:p></o:p></P>
<P class=3D"style9"><STRONG>(2)</STRONG> For cf05, it is similar to =
cf04, not=20
 cf02. The report has been modified.<o:p></o:p></P>
<P class=3D"style9"><STRONG>(3)</STRONG> For cf08, lamda_5=3D0.1. The =
report has=20
been  modified. <o:p></o:p></P>
<P class=3D"style9"><STRONG>(4)</STRONG> Equations for Tosz, Functions =
7, 14, 15,=20
 17, 19, 21 are corrected in the report to be consistent with the=20
code.<o:p></o:p></P>
<P class=3D"style9"><STRONG>(5)</STRONG> In the code,=20
"sphere_func(x,&amp;fit[i],nx,&amp;Os[i*nx],&amp;Mr[i*nx*nx],1)"  is =
modified to=20
"sphere_func(x,&amp;fit[i],nx,&amp;Os[i*nx],&amp;Mr[i*nx*nx],0)";<o:p></o=
:p></P>
<P class=3D"style9">&nbsp;</P>
<P class=3D"MsoNormal"><SPAN =
class=3D"style7"><STRONG>5</STRONG></SPAN><SPAN style=3D'color: black; =
font-family: "Times New Roman","serif";'><SPAN=20
class=3D"style7">. </SPAN>A mistake in the technical report  (page 35) =
is=20
corrected:<BR>"c)&nbsp; The complete computing time for the algorithm =
with=20
200000 evaluations  of the same D dimensional benchmark function 3 is =
T2. "<BR>
Here&nbsp; "<STRONG>benchmark function 3</STRONG>" should be =
"<STRONG>benchmark=20
 function </STRONG></SPAN><STRONG><SPAN=20
style=3D"color: red;">14</SPAN></STRONG><SPAN style=3D'color: black; =
font-family: "Times New Roman","serif";'>"=20
 (the same as b).<o:p></o:p></SPAN></P>
<P class=3D"style12"><STRONG>Problems 3,4,21,27,28 should be run again =
due to the=20
 changes effected on 29th of Jan.</STRONG></P>
<P class=3D"style9">&nbsp;</P>
<P class=3D"style11"><STRONG>For Linux Users: </STRONG> <o:p></o:p></P>
<P class=3D"style9">Please change %xx in fscanf and fprintf and do not =
use=20
 "WINDOWS.H". </P>
<P class=3D"style9">&nbsp;</P>
<P class=3D"style9"><STRONG>We thank Dr. Thomas </STRONG> <SPAN =
style=3D'font-family: "Calibri","sans-serif"; mso-fareast-language: =
EN-US; mso-fareast-font-family: Calibri; mso-fareast-theme-font: =
minor-latin; mso-bidi-font-family: "Times New Roman"; mso-ansi-language: =
EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; =
mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: =
minor-bidi;'><STRONG>Stuetzle=20
for suggesting items 1 &amp; 2, and </STRONG></SPAN><STRONG>Dr  Janez =
Brest for=20
his comment on Linux.</STRONG></P>
<P class=3D"style9">&nbsp;</P>
<P class=3D"style15">&nbsp;</P>
<P class=3D"style15"><STRONG>Updated on&nbsp; 15th February =
2013:</STRONG></P>
<P class=3D"style9">&nbsp;</P>
<P class=3D"style9"><SPAN style=3D'font-family: "Calibri","sans-serif"; =
mso-fareast-language: EN-US; mso-fareast-font-family: Calibri; =
mso-fareast-theme-font: minor-latin; mso-bidi-font-family: "Times New =
Roman"; mso-ansi-language: EN-US; mso-bidi-language: AR-SA; =
mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; =
mso-bidi-theme-font: minor-bidi;'><STRONG>We=20
thank </STRONG></SPAN><STRONG>Dr. Thomas </STRONG> <SPAN =
style=3D'font-family: "Calibri","sans-serif"; mso-fareast-language: =
EN-US; mso-fareast-font-family: Calibri; mso-fareast-theme-font: =
minor-latin; mso-bidi-font-family: "Times New Roman"; mso-ansi-language: =
EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; =
mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: =
minor-bidi;'><STRONG>Stuetzle=20
and Dr </STRONG><STRONG>Tianjun Liao for suggesting to change  codes =
used to=20
compute time T0 so that C compilers will not be able to optimize  and =
eliminate=20
the for-loop. </STRONG>This change affects only T0, not the  benchmark =
problems.=20
</SPAN></P>
<P class=3D"style9">&nbsp;</P>
<P class=3D"style9">&nbsp;</P></BODY></HTML>
