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optfls01

Create an optimized FLS system

Calling Sequence

[THETA,PSI,Ck,fls]=optfls01(X,Y,mj [,epsilon, [maxiter, [verbose]]])

Parameters

X:

matrix of real with size [m,n].

Y:

matrix of real with size [m,1].

mj:

Number of partitions for each input components.

epsilon:

Minimum objetive function change

maxiter:

Maximum of iterations.

verbose:

Show information on screen (boolean).

Description

FLS Optimization

Examples

x = (0:0.1:10)';
y = sin(2*x)./exp(x/5);
[THETA,PSI,Ck,fls]=optfls01(x,y,5,%eps,20);
scf();clf();
plot(x,y);
plot(x,evalfls(x,fls),'g');
legend('Training Data','optfls01 Output');

See also

Authors


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