Nonlinear numerical optimization with use of a hybrid genetic algorithm incorporating the modified Powell method

Nonlinear numerical optimization with use of a hybrid genetic algorithm incorporating the modified Powell method

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Article ID: iaor20011545
Country: United States
Volume: 91
Issue: 1
Start Page Number: 63
End Page Number: 72
Publication Date: Apr 1998
Journal: Applied Mathematics and Computation
Authors: , , ,
Keywords: genetic algorithms
Abstract:

We propose the hybrid numerical optimization technique which incorporates the Genetic Algorithm into the Modified Powell method. Escaping from trapping in the local minimum, this procedure can seek out the global minimum with considerably fast convergence. The effectiveness was shown especially for the minimum search problem of a variable-separable multi peak (bottom) function having over 20,000 local minima within the parameter searching region.

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