Niche particle swarm optimization combined with chaotic mutation

Kongzhi yu Juece/Control and Decision

Volumn 22, Issue 1, 2007, Pages 117-120

  Jia, Dong Li ^a,b   Zhang, Jia Shu ^b  

^a HEBEI UNIVERSITY OF ENGINEERING   (China)

^b SOUTHWEST JIAOTONG UNIVERSITY   (China)

Author keywords

Chaotic mutation; Niche; Particle swarm optimization algorithm

Indexed keywords

CHAOS THEORY; CONVERGENCE OF NUMERICAL METHODS;

CHAOTIC MUTATION; LOCAL SEARCHING; NICHE; PARTICLE SWARM OPTIMIZATION ALGORITHM;

OPTIMIZATION;

EID: 33947505077     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. Kennedy J, Eberthart R. Particle swarm optimization[C]. Proc IEEE Int Conf on Neural Networks. Piscataway, 1995: 1942-1948.
2. Eberhart R, Kennedy J. A new optimizer using particle swarm theory[C]. Proc of Int'1 Symp on Micro Machine and Human Science. Piscataway: IEEE Service Center, 1995: 39-43.
3. Eberthart R, Shi Y. Particle swarm optimization: Developments, applications and resources[C]. Proc of the Congress on Evolutionary and Computation. Piscataway: IEEE Service Center, 2001: 81-86.
4. Gao S, Han B, Wu X J, et al. Solving traveling salesman problem by hybrid particle swarm optimization algorithm[J], Control and Decision, 2004, 19(11): 1286-1289.
5. Van den Bergh. An analysis of particle swarm optimizers[D]. South Africa: University of Pretoria, 2002.
6. Liu B, Wang L, Jin Y H, et al. Improved particle swarm optimization combined with chaos[J], Chaos, Solitons and Fractals, 2005, 25(5): 1261-1271.
7. Li A G. Particle swarms cooperative optimizer[J]. J of Fudan University, 2004, 43(5): 923-925.
8. Chen H, Zhang J S, Zhang C. Real-coded chaotic quantum-inspired genetic algorithm[J]. Control and Decision, 2005: 20(11): 1300-1303.
9. Lee C G, Cho D H, Jung H K. Niche genetic algorithm with restricted competition selection for multimodal function optimization[J], IEEE Trans on Magnetics, 1999, 35(3): 1122-1125.
10. Jia D L, Zhang J S, Zhang C. Geometric primitive extraction using chaos genetic algorithm[J]. J of Southwest Jiaotong University, 2005, 40(4): 496-500.