?? genetic algorithm optimization toolbox.mht
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Subject: Genetic Algorithm Optimization Toolbox
Date: Mon, 31 Mar 2008 20:36:44 +0800
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<HTML><HEAD><TITLE>Genetic Algorithm Optimization Toolbox</TITLE>
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<BODY bgColor=3D#ffffff><IMG height=3D180 src=3D"" width=3D540 =
align=3Dcenter> =20
<HR>
<H1><A name=3DGAOT><EM>The Genetic Algorithm Optimization Toolbox (GAOT) =
for=20
Matlab 5</EM></A></H1>
<HR>
<P><EM>GAOT</EM> implements simulated evolution in the Matlab =
environment using=20
both binary and real representations. Ordered base representation has =
also been=20
added to the toolbox. This implementation is very flexible in the =
genetic=20
operators, selection functions, termination functions as well as the =
evaluation=20
functions that can be used. The implementation is described in a =
technical=20
paper. The paper can be referenced as follows:=20
<P><I><A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/papers/gaotv5.ps">"=
A Genetic=20
Algorithm for Function Optimization: A Matlab Implementation"</A></I> by =
<A=20
href=3D"http://www.eos.ncsu.edu/eos/service/ie/research/fmmc_res/www/fac_=
staff/houck.html">Chris=20
Houck</A>, <A href=3D"http://www.ise.ncsu.edu/joines">Jeff Joines</A>, =
and <A=20
href=3D"http://www.ise.ncsu.edu/kay">Mike Kay</A>, NCSU-IE TR 95-09, =
1995.</P>
<P>The entire <A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/gaotindex.html">too=
lbox</A>=20
can be download either as a compressed tar archive (<A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/gaotv5.tar.gz">=20
GAOT.tar.gz</A>) or a ZIP file (<A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/gaotv5.zip">GAOT.zi=
p</A>).=20
This includes the postscript and dvi versions of the companion paper.=20
<P>The GA toolbox can be also obtained via anonymous ftp from the =
following=20
directory: <A=20
href=3D"ftp://ftp.eos.ncsu.edu/pub/simul/GAOT">ftp://ftp.eos.ncsu.edu/pub=
/simul/GAOT</A>=20
as well as other <A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/#GAPAPERS">GA =
related=20
papers</A>.=20
<H3>Copyright information</H3>This toolbox is copyrighted by the authors =
and is=20
free software. You can redistribute it and/or modify it under the terms =
of the=20
<A =
href=3D"http://www.cs.utah.edu/csinfo/texinfo/emacs19/emacs_3.html#SEC3">=
GNU=20
General Public License</A> (GPL) as published by the Free Software =
Foundation;=20
either version 2 of the License, or (at your option) any later version.=20
<H3>Requirements</H3>The only requirement is that you have Matlab =
version 5 or=20
later. The toolbox should work without any modifications.=20
<H3>Changes from the Matlab 4 Version</H3>The only change of =
significance is the=20
order of return parameters in the evaluation functions. The evaluation =
function=20
required that the new fitness value and then individual be returned. =
Owing to a=20
change in the order of handling return values by Matlab, the values of =
the=20
indivual are turned and then the new fitness value is returned. This was =
the=20
simplest fix to get the Toolbox to work under Matlab 5. Also,=20
<EM>initialize</EM> function has changed to <EM>initializega</EM> to =
clear up=20
some name conflicts.=20
<H3>Documentation</H3>The companion paper (<A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/papers/gaot.ps">gao=
t.ps</A>)=20
describes the implementation. A <A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/README">README</A> =
describes=20
how to install GAOT on your system. To get a listing of the <A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/gaotindex.html">too=
lbox</A>=20
get help on GAOT in matlab. Three demonstrations are provided to help =
the user=20
as well as 4 example scripts using the binary, real, and order-based=20
representations.
<P>
<H3>Comments, Problems and Suggestions</H3>Should you experience any =
problem=20
downloading the files or using the tool box, feel free to <A=20
href=3D"mailto:jjoine@eos.ncsu.edu">email</A> me. If you have any =
comments or=20
suggestions for improvement or modifications please email me as well. If =
you=20
would like to be put on a mailing list when the files are updated or =
modified,=20
drop me an email.=20
<P>
<HR>
<P>
<H1><A name=3DGAPAPERS>Other GA related Papers</A></H1>
<HR>
<IMG src=3D"http://www.eos.ncsu.edu/ie-bin/metacounter.pl" =
align=3Dmiddle> people=20
have visited this site since 2/7/96. <A=20
href=3D"http://www.ise.ncsu.edu/mirage/GAToolBox/gaot/stats.html">[GAOT=20
Statistics]</A>=20
<HR>
<ADDRESS><A=20
href=3D"mailto:jjoine@eos.ncsu.edu">mailto:jjoine@eos.ncsu.edu</A></ADDRE=
SS><!-- hhmts start -->Last=20
modified: Fri Jun 12 10:22:12 EDT 1998 <!-- hhmts end --></BODY></HTML>
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