DocumentCode
1592734
Title
Chaotic Ant Swarm
Author
Zhu, Hongyu ; Jia, Zhuzhi ; Peng, Haipeng ; Li, Lixiang
Author_Institution
Liaoning Univ. of Sci. & Technol., Anshan
Volume
3
fYear
2007
Firstpage
446
Lastpage
450
Abstract
Inspired by behaviors of real ants of nature, we develop a novel optimization method in this letter, called CAS (chaotic ant swarm), which is a chaotic version to describe our adaptation of the chaotic behavior of individual ant and the intelligent organization actions of ant colony to the solution of optimization problems. Our novel method includes both effects of chaotic dynamics and swarm-based search. It is a deterministic process different from the conventional ant algorithm. The nonlinear dynamics of the proposed method have been analyzed.
Keywords
chaos; optimisation; search problems; chaotic ant swarm; chaotic dynamics; deterministic process; intelligent organization actions; nonlinear dynamics; optimization method; swarm-based search; Ant colony optimization; Biological system modeling; Chaos; Computer Society; Computer science; Content addressable storage; Information processing; Laboratories; Operations research; Optimization methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2875-5
Type
conf
DOI
10.1109/ICNC.2007.296
Filename
4344554
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