Documentation of objfun12
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Function Synopsis
ObjVal = objfun12(Chrom, option);
Help text
OBJective function for michalewicz's function 12
This function implements the MICHALEWICZ function 12.
Syntax: ObjVal = objfun12(Chrom, option)
Input parameters:
Chrom - Matrix containing the chromosomes of the current
population. Each row corresponds to one individual's
string representation.
if Chrom == [], then special values will be returned
option - if Chrom == [] and
option == 1 (or []) return boundaries
option == 2 return title
option == 3 return value of global minimum
if Chrom is not empty, option can optionally contain
the parameter m, which defines the stepness of the edges
Output parameters:
ObjVal - Column vector containing the objective values of the
individuals in the current population.
if called with Chrom == [], then ObjVal contains
option == 1, matrix with the boundaries of the function
option == 2, text for the title of the graphic output
option == 3, value of global minimum
See also: objfun1a, objfun1b, objfun2, objfun6, objfun7, objfun8, objfun9, objfun10, initfun1
Examples:
ObjVal = objfun12(Chrom);
ObjVal = objfun12(Chrom, 10);
Reference:
Cross-Reference Information
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Listing of function objfun12
% Author: Hartmut Pohlheim
% History: 05.10.95 file created
function ObjVal = objfun12(Chrom, option);
% Compute population parameters
[Nind, Nvar] = size(Chrom);
% Check size of Chrom and do the appropriate thing
% if Chrom is [], then define size of boundary-matrix and values
if Nind == 0
% Default dimension of objective function
Dim = 5;
% return text of title for graphic output
if option == 2
ObjVal = ['MICHALEWICZs function 12'];
% return value of global minimum
elseif option == 3
if Dim == 10, ObjVal = -9.66; % for Dim = 10
else ObjVal = -4.687; end % for Dim = 5
% define size of boundary-matrix and values
else
% lower and upper bound, identical for all n variables
ObjVal = repmat([ 0; pi], [1 Dim]);
end
% compute values of function
else
% function michalewicz
% -sum of (sin(Chrom) * sin(i*Chrom^2/pi)^(2*m)), i = 1:Nvar
% 0 <= xi <= pi, m = 10
% global minimum at (xi) = (???) ; fmin = -4.687 (for Nvar = 5)
% check input parameter and set default value
if nargin < 2, m = []; else m = option; end
if isempty(m), m = 10; end
ObjVal = -sum((sin(Chrom) .* (sin(repmat(1:Nvar,[Nind,1]).*(Chrom.^2)/pi)).^(2*m))')';
end
% End of function
This document is part of
version 3.7 of the
GEATbx: Genetic and Evolutionary Algorithm Toolbox for use with Matlab -
www.geatbx.com.
The Genetic and Evolutionary Algorithm Toolbox is
not public domain.
© 1994-2005 Hartmut Pohlheim, All Rights Reserved,
(support@geatbx.com).