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Journal	
  of	
  Memetic	
  Computing	
  
                                                                                            Call	
  for	
  Papers	
  
                                                   !
                                                             	
  
                                                                                                                          !
                                                   !
                                            	
                                   !"#$%&'#()'#*$%(+,'$-'*.'#&/(0'#12%3(
                                                   !


                                                   OPTIMIZATION	
  ON	
  COMPLEX	
  SYSTEMS	
  
                                                   !
                                                             !"#"$%&'()#*+$%,-'
                                                                       "##$%&&'''()$*+,-.*(/01&.,-+,..*+,-&203*,45&67789
                                            	
                         "##$%!&'()*+,'-!./0123!45061728!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!"##$%!&'()*+,+,!.595:30721:!45061728!

                                                                       ;7<02=9!27>!&,,+?!
	
                                                                     !"#$%&'$()%!*!
                                                                       @77A95!#:B79=0C!DEFEC!#EDGH#C!#<II72!JK!#501=9!#79<31726!
Manuscript	
  submission:	
  	
   	
                        	
           	
          	
            July	
  8,	
  2011.	
  
                                                                                                                         !"#"$%#$&'(%)*+&%#&,-%./0
                                                                                                                                4#56'775#(8#9(:'%&+,$5;(<$1 ((
Notification	
  of	
  acceptance/revisions/rejection:	
  
                                          !                                                        September	
  8,	
  2011.	
             .1"5+1:,#3(.;3()- !!

Revised	
  manuscript	
  submission:	
  	
  
                            "#$%&!&'()!*$%+,"-! 	
                                   	
            November	
  8,	
  2011.	
  
                                              L5I531:!E7I/<312A!=1I6!=3!/<J916B12A!B1AB!M<=913K!0565=0:B!12!BKJ01N!I53=*B5<01631:6C!136!A7=96!=05%!
Notification	
  final	
  decision:	
                        	
  	
       	
          	
            December	
  8,	
  2011.	
  
                                              O7!J5!=2!7<3953!P70!B1AB!M<=913K!0565=0:B!12!BKJ01N!I53=*B5<01631:6!.12:9<N12A!5479<3172=0K!BKJ01N68!P70!7/31I1Q=3172C!:72*
Final	
  manuscript	
  submission:	
   	
  	
                            	
          	
            January	
  8,	
  2012.	
  
                                              3079!=2N!N561A2!12!:72312<7<6!=2N!N16:0535!7/31I1Q=3172!N7I=126>!R5!655S!37!N1667945!3B5!J=001506!65/=0=312A!I53=*
                                              B5<01631:6C!5T=:3!=2N!=//07T1I=3172!=9A7013BI6!0565=0:B!=2N!37!J012A!P703B!=!0525U5N!1I/53<6!37U=0N6!3B5!1245631A=3172!
	
                                            =2N!<2N5063=2N12A!7P!/07I1612A!25U!BKJ01N!=9A7013BI1:!35:B2797A156>!!

                                              O7!A7!J5K72N!:<00523!65=0:B!I53B7N797A156!37U=0N6!12274=3145!0565=0:B!72!3B5!5I50A52:5!7P!:<93<0=9!=031P=:36!6<:B!=6!
AIMS	
  AND	
  SCOPE:	
                       A=I5C!30=N5!=2N!25A731=3172!630=35A156!=2NC!I705!A5250=99KC!0<956!7P!J5B=4170!=6!3B5K!=//9K!37C!P70!5T=I/95C!07J731:C!
                                              I<931*=A523!=2N!=031P1:1=9!91P5!6K635I6>!!

Many	
   problems	
   in	
   all	
   the	
   traditional	
   research	
   areas,	
   such	
   as	
   science,	
   engineering,	
   physics,	
  
                                        L5I531:!E7I/<312A!=6/1056!37!65045!=6!=!P7:=9!/<J91:=3172!UB505!3B5!9=3563!056<936!12!$=3<0=9!E7I/<3=3172C!V031P1:1=9!
biology,	
   and	
   medicine	
   are	
   often	
   hard	
   to	
   solve,	
   mainly	
   due	
   to	
   the	
   difficulty	
   in	
   understanding	
  
                                        "235991A52:5C!L=:B125!F5=0212AC!D/50=3172=9!W565=0:B!=2N!$=3<0=9!#:152:56!.5>A>!:7A213145C!=21I=9!=2N!1265:36X!J5B=4*
                                        1708!=05!P<QQ5N!37A53B50!12!27459!U=K6!12!70N50!37!30=26:52N!3B5!12301261:!91I13=31726!7P!=!612A95!N16:1/9125>!
their	
  indirect	
  causes	
  and	
  effects,	
  which	
  are	
  not	
  related	
  in	
  an	
  obvious	
  way.	
  Therefore,	
  studying	
  
                                        !
how	
   a	
   system	
   interacts	
   with	
   the	
   environment,	
   or	
   how	
   simple	
   components	
   give	
   rise	
   to	
   the	
  
                                        "(.)!/!)0$12!
global	
   collective	
   behavior	
   of	
   the	
   system,	
   or	
   even	
   how	
   parts	
   of	
   a	
   system	
   interact	
   with	
   each	
  
                                        +(,($-'*./,01$-23!P5=3<056!=031:956!72!B1AB!M<=913K!0565=0:B!12!BKJ01N!I53=B5<01631:6!.12:9<N12A!5479<3172=0K!BKJ01N68!
other,	
   is	
   nowadays	
   one	
   of	
   the	
   most	
   challenging	
   and	
   interesting	
   research	
   areas	
   in	
   every	
  
                                        P70!7/31I1Q=3172C!:723079!=2N!N561A2!12!:72312<7<6!=2N!N16:0535!7/31I1Q=3172!N7I=126>!"3!A756!J5K72N!:<00523!65=0:B!
                                        I53B7N797A156!37U=0N6!12274=3145!0565=0:B!72!3B5!5I50A52:5!7P!:<93<0=9!=031P=:36!6<:B!=6!A=I5C!30=N5!=2N!25A731=3172!
discipline	
  because	
  of	
  its	
  utmost	
  relevance.	
  
                                        630=35A156!=2NC!I705!A5250=99KC!0<956!7P!J5B=4170!=6!3B5K!=//9K!37C!P70!5T=I/95C!07J731:C!I<931*=A523!=2N!=031P1:1=9!91P5!
                                              6K635I6>!!
In	
  the	
  field	
  of	
  complex	
  systems	
  there	
  currently	
  exist	
  several	
  sophisticated	
  tools	
  that	
  can	
  help	
  
                                         +(,($-'*./,01$-23!16!=2!=452<5!P70!3B5!9=3563!056<936!12!2=3<0=9!:7I/<3=3172C!=031P1:1=9!1235991A52:5C!I=:B125!95=0212AC!
us	
   to	
   study	
   the	
   systems	
  7/50=3172=9!0565=0:B!=2N!2=3<0=9!6:152:56C!UB1:B!=05!:7IJ125N!12!27459!U=K6!67!=6!37!30=26:52N!3B5!12301261:!91I13=31726!
                                            in	
   an	
   in-­‐depth	
   manner,	
   through	
   analytical	
   models,	
   and	
   from	
   a	
  
computational	
  point	
  of	
  view,	
  describing	
  
                                         7P!=!612A95!N16:1/9125>! their	
  model	
  and	
  the	
  way	
  it	
  is	
  simulated.	
  

                                              V<3B706!=05!124135N!37!6<JI13!701A12=9!0565=0:B!=031:956!P70!/<J91:=3172!:7261N50=3172!=3!=2K!31I5>!!W5415U6!=2N!6B703!
This	
   special	
   issue	
   aims	
   to	
  0565=0:B!:7II<21:=31726!=05!=967!U59:7I5N>!Y<03B50!12P70I=3172!72!6<JI166172C!P70I=3C!952A3B6!=2N!63K95!P1956!16!f	
  
                                              bring	
   together	
   researchers	
   and	
   practitioners	
   working	
   in	
   the	
   field	
   o
complex	
   systems,	
   particularly	
   in	
   regards	
   to	
   the	
   development	
   of	
   new	
   analytical	
   models	
   and	
  
                                              =4=19=J95!3B07<AB!3B5!Z7<02=9!U5J6135>!!L=2<6:01/36!=05!6<JI1335N!595:30721:=99K!<612A!3B5!D29125!#<JI166172!6K635I>!
                                              #7I5!.J<3!273!=998!7P!3B5!37/1:6!:74505N!JK!L5I531:!E7I/<312A!=05%!
novel	
  applications,	
  as	
  well	
  as	
  on	
  the	
  design	
  of	
  new	
  nature-­‐inspired	
  optimization	
  algorithms.	
  
                                              !43/%-$5,-'*62$(44-3(2'(*-2*70$-,-8&$-/29*./2$%/4*&2)*:(#-32;*<="%-)*>?&%&44(4@*+($&5(1%-#$-'#*#1'5*&#*A&"1*B(&%'59*
                                              ?&$5*%(4-2C-239*B'&$$(%*B(&%'59*DE!B?*,($5/)#9*6$(%&$()*F/'&4*B(&%'59*B-,14&$()*&22(&4-239*G&%-&"4(*H(-35"/%5//)*
Authors	
   are	
   invited	
   to	
   submit	
   original	
   and	
   unpublished	
   papers	
   on	
   any	
   topics	
   related	
   to	
  
                                        B(&%'59*IJ/41$-/2&%=*!43/%-$5,#9*F(&%2-23*.4&##-K-(%*B=#$(,#9*+(,($-'*!43/%-$5,#9*.14$1%&4*!43/%-$5,#;*!00%/L-,&$(*
complex	
  systems.	
  All	
  submissions	
  will	
  undergo	
  a	
  blind	
  peer-­‐review	
  process.	
  
                                        &2)*(L&'$*&43/%-$5,#*K/%*./,"-2&$/%-&4*&2)*./2$-21/1#*70$-,-8&$-/2;*62$(3(%*&2)*F-2(&%*?%/3%&,,-23;*!2$*./4/2=*
                                              ./,01$-23;*B(4KM/%3&2-8&$-/29*B(4KM!##(,"4=9*B(4KMD(2(%&$-/29*B(4KM<(&4-23*/K*&%$-K-'-&4*#=#$(,#;*BN&%,*62$(44-3(2'(;*

	
                                            H(1%&4*2($N/%C#;*IJ/41$-/2&%=*:=2&,-'#;*+(,($-'*A5(/%=;*!%$-K-'-&4*.14$1%(#*-2*,14$-M&3(2$*#=#$(,#9*N(""/$#*&2)*%/M
                                              "/$#;*F&2)#'&0(*!2&4=#-#;*+($5/)/4/3-'&4*&#0('$#*/K*(L0(%-,(2$&4*'/,01$-23;*B(&%'5*"&#()*B/K$N&%(*I23-2((%-23;*
                                              D(2($-'*?%/3%&,,-23;*./2#$%&-2$*70$-,-8&$-/2;*E(0%(#(2$&$-/2*&2)*(2'/)-23*#$1)-(#;*E(&4MN/%4)*&004-'&$-/2#;*+&M
GUEST	
  EDITORS:	
                           '5-2(*4(&%2-23*&2)*:&$&*+-2-23;*+14$-/"O('$-J(*/0$-,-8&$-/2;*!%$-K-'-&4*-,,12(*#=#$(,#*


       Mario	
  Pavone,	
  University	
  of	
  Catania,	
  Italy	
  

       Carlos	
  A.	
  Coello	
  Coello,	
  CINVESTAV-­‐IPN,	
  Mexico	
  
	
  
http://www.springer.com/journal/12293

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CFP: Optimiation on Complex Systems

  • 1. Journal  of  Memetic  Computing   Call  for  Papers   !   ! !   !"#$%&'#()'#*$%(+,'$-'*.'#&/(0'#12%3( ! OPTIMIZATION  ON  COMPLEX  SYSTEMS   ! !"#"$%&'()#*+$%,-' "##$%&&'''()$*+,-.*(/01&.,-+,..*+,-&203*,45&67789   "##$%!&'()*+,'-!./0123!45061728!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!"##$%!&'()*+,+,!.595:30721:!45061728! ;7<02=9!27>!&,,+?!   !"#$%&'$()%!*! @77A95!#:B79=0C!DEFEC!#EDGH#C!#<II72!JK!#501=9!#79<31726! Manuscript  submission:             July  8,  2011.   !"#"$%#$&'(%)*+&%#&,-%./0 4#56'775#(8#9(:'%&+,$5;(<$1 (( Notification  of  acceptance/revisions/rejection:   ! September  8,  2011.   .1"5+1:,#3(.;3()- !! Revised  manuscript  submission:     "#$%&!&'()!*$%+,"-!     November  8,  2011.   L5I531:!E7I/<312A!=1I6!=3!/<J916B12A!B1AB!M<=913K!0565=0:B!12!BKJ01N!I53=*B5<01631:6C!136!A7=96!=05%! Notification  final  decision:           December  8,  2011.   O7!J5!=2!7<3953!P70!B1AB!M<=913K!0565=0:B!12!BKJ01N!I53=*B5<01631:6!.12:9<N12A!5479<3172=0K!BKJ01N68!P70!7/31I1Q=3172C!:72* Final  manuscript  submission:           January  8,  2012.   3079!=2N!N561A2!12!:72312<7<6!=2N!N16:0535!7/31I1Q=3172!N7I=126>!R5!655S!37!N1667945!3B5!J=001506!65/=0=312A!I53=* B5<01631:6C!5T=:3!=2N!=//07T1I=3172!=9A7013BI6!0565=0:B!=2N!37!J012A!P703B!=!0525U5N!1I/53<6!37U=0N6!3B5!1245631A=3172!   =2N!<2N5063=2N12A!7P!/07I1612A!25U!BKJ01N!=9A7013BI1:!35:B2797A156>!! O7!A7!J5K72N!:<00523!65=0:B!I53B7N797A156!37U=0N6!12274=3145!0565=0:B!72!3B5!5I50A52:5!7P!:<93<0=9!=031P=:36!6<:B!=6! AIMS  AND  SCOPE:   A=I5C!30=N5!=2N!25A731=3172!630=35A156!=2NC!I705!A5250=99KC!0<956!7P!J5B=4170!=6!3B5K!=//9K!37C!P70!5T=I/95C!07J731:C! I<931*=A523!=2N!=031P1:1=9!91P5!6K635I6>!! Many   problems   in   all   the   traditional   research   areas,   such   as   science,   engineering,   physics,   L5I531:!E7I/<312A!=6/1056!37!65045!=6!=!P7:=9!/<J91:=3172!UB505!3B5!9=3563!056<936!12!$=3<0=9!E7I/<3=3172C!V031P1:1=9! biology,   and   medicine   are   often   hard   to   solve,   mainly   due   to   the   difficulty   in   understanding   "235991A52:5C!L=:B125!F5=0212AC!D/50=3172=9!W565=0:B!=2N!$=3<0=9!#:152:56!.5>A>!:7A213145C!=21I=9!=2N!1265:36X!J5B=4* 1708!=05!P<QQ5N!37A53B50!12!27459!U=K6!12!70N50!37!30=26:52N!3B5!12301261:!91I13=31726!7P!=!612A95!N16:1/9125>! their  indirect  causes  and  effects,  which  are  not  related  in  an  obvious  way.  Therefore,  studying   ! how   a   system   interacts   with   the   environment,   or   how   simple   components   give   rise   to   the   "(.)!/!)0$12! global   collective   behavior   of   the   system,   or   even   how   parts   of   a   system   interact   with   each   +(,($-'*./,01$-23!P5=3<056!=031:956!72!B1AB!M<=913K!0565=0:B!12!BKJ01N!I53=B5<01631:6!.12:9<N12A!5479<3172=0K!BKJ01N68! other,   is   nowadays   one   of   the   most   challenging   and   interesting   research   areas   in   every   P70!7/31I1Q=3172C!:723079!=2N!N561A2!12!:72312<7<6!=2N!N16:0535!7/31I1Q=3172!N7I=126>!"3!A756!J5K72N!:<00523!65=0:B! I53B7N797A156!37U=0N6!12274=3145!0565=0:B!72!3B5!5I50A52:5!7P!:<93<0=9!=031P=:36!6<:B!=6!A=I5C!30=N5!=2N!25A731=3172! discipline  because  of  its  utmost  relevance.   630=35A156!=2NC!I705!A5250=99KC!0<956!7P!J5B=4170!=6!3B5K!=//9K!37C!P70!5T=I/95C!07J731:C!I<931*=A523!=2N!=031P1:1=9!91P5! 6K635I6>!! In  the  field  of  complex  systems  there  currently  exist  several  sophisticated  tools  that  can  help   +(,($-'*./,01$-23!16!=2!=452<5!P70!3B5!9=3563!056<936!12!2=3<0=9!:7I/<3=3172C!=031P1:1=9!1235991A52:5C!I=:B125!95=0212AC! us   to   study   the   systems  7/50=3172=9!0565=0:B!=2N!2=3<0=9!6:152:56C!UB1:B!=05!:7IJ125N!12!27459!U=K6!67!=6!37!30=26:52N!3B5!12301261:!91I13=31726! in   an   in-­‐depth   manner,   through   analytical   models,   and   from   a   computational  point  of  view,  describing   7P!=!612A95!N16:1/9125>! their  model  and  the  way  it  is  simulated.   V<3B706!=05!124135N!37!6<JI13!701A12=9!0565=0:B!=031:956!P70!/<J91:=3172!:7261N50=3172!=3!=2K!31I5>!!W5415U6!=2N!6B703! This   special   issue   aims   to  0565=0:B!:7II<21:=31726!=05!=967!U59:7I5N>!Y<03B50!12P70I=3172!72!6<JI166172C!P70I=3C!952A3B6!=2N!63K95!P1956!16!f   bring   together   researchers   and   practitioners   working   in   the   field   o complex   systems,   particularly   in   regards   to   the   development   of   new   analytical   models   and   =4=19=J95!3B07<AB!3B5!Z7<02=9!U5J6135>!!L=2<6:01/36!=05!6<JI1335N!595:30721:=99K!<612A!3B5!D29125!#<JI166172!6K635I>! #7I5!.J<3!273!=998!7P!3B5!37/1:6!:74505N!JK!L5I531:!E7I/<312A!=05%! novel  applications,  as  well  as  on  the  design  of  new  nature-­‐inspired  optimization  algorithms.   !43/%-$5,-'*62$(44-3(2'(*-2*70$-,-8&$-/29*./2$%/4*&2)*:(#-32;*<="%-)*>?&%&44(4@*+($&5(1%-#$-'#*#1'5*&#*A&"1*B(&%'59* ?&$5*%(4-2C-239*B'&$$(%*B(&%'59*DE!B?*,($5/)#9*6$(%&$()*F/'&4*B(&%'59*B-,14&$()*&22(&4-239*G&%-&"4(*H(-35"/%5//)* Authors   are   invited   to   submit   original   and   unpublished   papers   on   any   topics   related   to   B(&%'59*IJ/41$-/2&%=*!43/%-$5,#9*F(&%2-23*.4&##-K-(%*B=#$(,#9*+(,($-'*!43/%-$5,#9*.14$1%&4*!43/%-$5,#;*!00%/L-,&$(* complex  systems.  All  submissions  will  undergo  a  blind  peer-­‐review  process.   &2)*(L&'$*&43/%-$5,#*K/%*./,"-2&$/%-&4*&2)*./2$-21/1#*70$-,-8&$-/2;*62$(3(%*&2)*F-2(&%*?%/3%&,,-23;*!2$*./4/2=* ./,01$-23;*B(4KM/%3&2-8&$-/29*B(4KM!##(,"4=9*B(4KMD(2(%&$-/29*B(4KM<(&4-23*/K*&%$-K-'-&4*#=#$(,#;*BN&%,*62$(44-3(2'(;*   H(1%&4*2($N/%C#;*IJ/41$-/2&%=*:=2&,-'#;*+(,($-'*A5(/%=;*!%$-K-'-&4*.14$1%(#*-2*,14$-M&3(2$*#=#$(,#9*N(""/$#*&2)*%/M "/$#;*F&2)#'&0(*!2&4=#-#;*+($5/)/4/3-'&4*&#0('$#*/K*(L0(%-,(2$&4*'/,01$-23;*B(&%'5*"&#()*B/K$N&%(*I23-2((%-23;* D(2($-'*?%/3%&,,-23;*./2#$%&-2$*70$-,-8&$-/2;*E(0%(#(2$&$-/2*&2)*(2'/)-23*#$1)-(#;*E(&4MN/%4)*&004-'&$-/2#;*+&M GUEST  EDITORS:   '5-2(*4(&%2-23*&2)*:&$&*+-2-23;*+14$-/"O('$-J(*/0$-,-8&$-/2;*!%$-K-'-&4*-,,12(*#=#$(,#* Mario  Pavone,  University  of  Catania,  Italy   Carlos  A.  Coello  Coello,  CINVESTAV-­‐IPN,  Mexico