Parameter adjustment strategy for promoting global convergence of PSO

Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics

Volumn 31, Issue 6, 2009, Pages 1454-1457

  Du, Rong Hua ^a  

^a CHANGSHA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Global convergence; Immune mechanism; Particle swarm optimization; Premature convergence

Indexed keywords

AGGREGATION LEVEL; ALGORITHM PARAMETERS; EXISTING PROBLEMS; GLOBAL CONVERGENCE; GLOBAL SEARCH CAPABILITY; IMMUNE MECHANISM; LOCAL SEARCH; MUTATION MECHANISM; NEW PARAMETERS; NEW STRATEGY; OPTIMAL FITNESS; PREMATURE CONVERGENCE; PSO ALGORITHMS; TEST RESULTS; VERTEBRATE IMMUNE SYSTEM;

AGGLOMERATION; CONVERGENCE OF NUMERICAL METHODS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 67650545460     PISSN: 1001506X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. Kennedy J, Eberhart C. Particle swarm optimization[C]//Proc. of IEEE International Conference on Neural Networks, USA: IEEE Press, 1995, (4): 1942-1948.
2. Shi Y, Eberhart R C. Modified swarm optimizer[C]//IEEE International Conference of Evolutionary Computation, Anchorage, Alaska: IEEE Press, May, 1998.
3. Liu Weibing, Wang Xianjia. Study on evolutionary games based on PSO-neural networks[J]. Systems Engineering and Electronics, 2007, 29(8): 1282-1284.
4. 2003, 18(2): 129-134.
5. Eberhart R C, Simpson P K, Dobbins R W. Computational intelligence PC tools[M]. Boston, MA: Academic Press Professional, 1996.
6. Shi Y, Eberhart R C. A modified particle swarm optimizer[C]//Proc. of the IEEE Congress on Evolutionary Computation. Piscataway, NJ: IEEE Press, 1998: 303-308.
7. Shi Y, Eberhart R C. Fuzzy adaptive particle swarm optimization[C]//Proc. of the IEEE Congress on Evolutionary Computation. Seoul, Korea: IEEE Press, 2001: 101-106.
8. 2004, 33(5): 513-517.
9. Mohan E Oscan. Particle swarm optimization: Surfing the waves[C]//Proc. of the Congress on Evolutionary Computation. Piscataway, NJ: IEEE Service Center, 1999: 1939-1944.
10. 2004, 32(3): 416-420.
11. 2004, 41(8); 1333-1338.