Dimension Reconstruction Optimize Chaotic Ant Swarm Algorithm

This paper focus on the optimization method for chaotic ant swarm algorithm, we proposed the dimension reconstruction method for chaotic ant swarm algorithm. When using the chaotic ant swarm algorithm for multi-dimension function optimization, it’s easier to convergence to local minima than global m...

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Veröffentlicht in:Applied Mechanics and Materials 2014-09, Vol.635-637, p.1746-1749
1. Verfasser: Mao, Guang Xiang
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper focus on the optimization method for chaotic ant swarm algorithm, we proposed the dimension reconstruction method for chaotic ant swarm algorithm. When using the chaotic ant swarm algorithm for multi-dimension function optimization, it’s easier to convergence to local minima than global minima, the dimension reconstruction method can deal with it. In this paper, a specific example is calculated with the optimization method and original method, the results show that the optimization method can control the overall search process to the optimal value, and the optimization method can search the precision value.
ISSN:1660-9336
1662-7482
1662-7482
DOI:10.4028/www.scientific.net/AMM.635-637.1746