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Problem with ga boundaries


From: George Kousiouris
Subject: Problem with ga boundaries
Date: Tue, 21 Jul 2009 13:49:07 +0300
User-agent: Thunderbird 2.0.0.22 (Windows/20090605)

Hi,

I have started using the ga function of octave (package ga-0.9.4) but for some reason, around the 37th-38th generation the variables take values beyond the specified interval (0,1). Can anyone help me? Am I doing something wrong?

Here is the ga script used:

% Fitness function
gen=0;
save generation_number.m gen;
fitnessfcn = @script;
% Number of Variables
nvars = 19;

A = [];
b = [];

Aeq = [];
beq = [];
% Bounds
LB=[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0];
UB=[1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1];

% Nonlinear constraints
nonlcon = [];

% Run GA

[x,fval,exitflag,output,population,scores] = ga(fitnessfcn,nvars,A,b,Aeq,beq,LB,UB)


Thanks in advance and best regards,
George


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