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Computation of multiple global optima through chaotic ant swarm

Authors :
Li, Lixiang
Yang, Yixian
Peng, Haipeng
Source :
Chaos, Solitons & Fractals. May2009, Vol. 40 Issue 3, p1399-1407. 9p.
Publication Year :
2009

Abstract

Abstract: This paper proposes a technique aiming to compute all global minimizers, while avoiding local minimizers, through chaotic ant swarm (CAS) optimization method. This technique incorporates the recently proposed deflection and repulsion techniques to alleviate local minimizers. Those approaches can be used in combination with CAS to detect all global minimizers effectively. The performance of the algorithm is illustrated on test problems of global optimization. Experimental results indicate the effectiveness of the proposed algorithm. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09600779
Volume :
40
Issue :
3
Database :
Academic Search Index
Journal :
Chaos, Solitons & Fractals
Publication Type :
Periodical
Accession number :
38804002
Full Text :
https://doi.org/10.1016/j.chaos.2007.09.024