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%%?Bacterial?foraging?
%?Animiation?of?bacteria?movement?to?get?the?global?minimum?solution?every?chemotactic?
%
%?Author:?Wael?Mansour?(wael192@yahoo.com)
%
%?MSc?Student?Electrical?Enginering?Dept?
%?Faculty?of?Engineering?Cairo?University?Egypt
%%
%Initialization
clear?all???
clc
p=2;?????????????????????????%?dimension?of?search?space?
s=26;????????????????????????%?The?number?of?bacteria?
Nc=50;???????????????????????%?Number?of?chemotactic?steps?
Ns=4;????????????????????????%?Limits?the?length?of?a?swim?
Nre=4;???????????????????????%?The?number?of?reproduction?steps?
Ned=2;???????????????????????%?The?number?of?elimination-dispersal?events?
Sr=s/2;??????????????????????%?The?number?of?bacteria?reproductions?(splits)?per?generation?
Ped=0.25;????????????????????%?The?probabilty?that?each?bacteria?will?be?eliminated/dispersed?
c(:1)=0.05*ones(s1);???????%?the?run?length??
for?m=1:s????????????????????%?the?initital?posistions?
????P(1:111)=?50*rand(s1)‘;
????P(2:111)=?.2*rand(s1)‘;
???%P(3:111)=?.2*rand(s1)‘;
end??????????????????????????????????????????????????????????????????
?????
%%
%Main?loop?
????
%Elimination?and?dispersal?loop?
for?ell=1:Ned
????
%Reprodution?loop
????for?K=1:Nre????
%??swim/tumble(chemotaxis)loop???
????????for?j=1:Nc
????????????
????????????for?i=1:s????????
????????????????J(ijKell)=Live_fn(P(:ijKell));?????????
%?Tumble
????????????????????????
????????????????Jlast=J(ijKell);???
????????????????Delta(:i)=(2*round(rand(p1))-1).*rand(p1);? ?????????????
????????????????P(:ij+1Kell)=P(:ijKell)+c(iK)*Delta(:i)/sqrt(Delta(:i)‘*Delta(:i));?%?This?adds?a?unit?vector?in?the?random?direction????????????
?
%?Swim?(for?bacteria?that?seem?to?be?headed?in?the?right?direction)?????
????????????????
????????????????J(ij+1Kell)=Live_fn(P(:ij+1Kell));??
????????????????m=0;?????????%?Initialize?counter?for?swim?length?
????????????????????while?m ??????????????????????????m=m+1;
??????????????????????????if?J(ij+1Kell) ?????????????????????????????Jlast=J(ij+1Kell);????
?????????????????????????????P(:ij+1Kell)=P(:ij+1Kell)+c(iK)*Delta(:i)/sqrt(Delta(:i)‘*Delta(:i))?;??
?????????????????????????????J(ij+1Kell)=Live_fn(P(:ij+1Kell));??
??????????????????????????else???????
?????????????????????????????m=Ns?;?????
??????????????????????????end????????
????????????????????
????????????????????end?
????????????????J(ijKell)=Jlast;
????????????????sprintf(‘The?value?of?interation?i?%3.0f?j?=?%3.0f???K=?%3.0f?ell=?%3.0f‘??i?j?K?ell?);
???????????????????
????????????end?%?Go?to?next?bacterium
????????????
????????????x?=?P(1:jKell);
????????????y?=?P(2:jKell);
????????????clf????
????????????plot(x?y??‘h‘)???
????????????axis([-5?5?-5?5]);
????????????pause(.1)
????????end??%?Go?to?the?next?chemotactic????
????????????????
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件????????5211??2008-06-08?16:42??BG_Wael\BG.asv
?????文件????????4598??2008-06-08?19:34??BG_Wael\BG.m
?????目錄???????????0??2008-06-08?19:38??BG_Wael\html\
?????文件???????12374??2008-06-08?19:37??BG_Wael\html\BG.html
?????文件????????1234??2008-06-08?19:37??BG_Wael\html\BG.png
?????文件????????3022??2008-06-08?19:37??BG_Wael\html\BG_01.png
?????文件????????5632??2008-06-08?19:38??BG_Wael\html\Thumbs.db
?????文件?????????184??2008-06-07?00:36??BG_Wael\Live_fn.m
?????目錄???????????0??2008-06-08?19:00??BG_Wael\
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