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Application of discrete chaotic dynamical systems for Optimizing the Numerical Functions

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URI: http://hdl.handle.net/2042/57555
Title: Application of discrete chaotic dynamical systems for Optimizing the Numerical Functions
Author: Hamaizia, Tayeb
Abstract: This paper studied the performance of a new class of evolutionary algorithms called chaos optimization algorithm (COA), recently proposed by Caponetto and al. [1], [2], [3], It was originally proposed to solve nonlinear optimization problems with bounded variables. Different chaotic mapping have been considered, combined with several working strategy. In this work, a chaotic strategy is proposed based on a new two-dimensional discrete chaotic attractor. Experiments results showed that the proposed algorithm can achieve good performance.
Subject: chaos; optimisation global; fonction test
Publisher: AFM, Association Française de Mécanique
Date: 2015

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