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weighted least-squares + weighted min-max optimization

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weighted least-squares + weighted min-max optimization

by Lai Chiong Ching

 

12 Sep 2008 (Updated 12 Sep 2008)

Optimization using both weighted least squares and weighted min-max

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Description

This is a wrapper function to solve optimization problems (using FMINCON) of the form:

min w.r.t. X of
  CostFunc(X) = beta*(W_ls*F(X)) + (1 - beta)*(max(W_mm*F(X)))

subject to:
  A*X <= B, Aeq*X = Beq (linear constraints)
  C(X) <= 0, Ceq(X) = 0 (nonlinear constraints)
  LB <= X <= UB (bounds)

Required Products Optimization Toolbox
MATLAB release MATLAB 7.6 (R2008a)
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Tag Activity for this File
Tag Applied By Date/Time
optimization Lai Chiong Ching 22 Oct 2008 10:19:04
least squares Lai Chiong Ching 22 Oct 2008 10:19:04
minmax Lai Chiong Ching 22 Oct 2008 10:19:04
wrapper Lai Chiong Ching 22 Oct 2008 10:19:04
function Lai Chiong Ching 22 Oct 2008 10:19:04
fmincon Lai Chiong Ching 22 Oct 2008 10:19:04

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