Title :
Chaotic Ant Swarm
Author :
Zhu, Hongyu ; Jia, Zhuzhi ; Peng, Haipeng ; Li, Lixiang
Author_Institution :
Liaoning Univ. of Sci. & Technol., Anshan
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;
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
DOI :
10.1109/ICNC.2007.296
