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10.1109/CASoN.2010.124guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
Article

A New Electromagnetism-like Algorithm with Chaos Optimization

Published: 26 September 2010 Publication History

Abstract

The Electromagnetism-like (EM) algorithm is a population-based stochastic global optimization algorithm that uses an attraction-repulsion mechanism to move particles toward optimality. A local search is an important factor influencing the accuracy of the solutions of the EM algorithm. In this paper, we propose a new local search procedure based on Chaos optimization algorithm (COA) to improve efficiency. The proposed method is applied to some test problems and compared with the original EM algorithm.

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cover image Guide Proceedings
CASON '10: Proceedings of the 2010 International Conference on Computational Aspects of Social Networks
September 2010
698 pages
ISBN:9780769542027

Publisher

IEEE Computer Society

United States

Publication History

Published: 26 September 2010

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  1. Chaos optimization
  2. Electromagnetism-like algorithm
  3. Local Search

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