Proposal of particle swarm optimization methods with nonlinear dissipative term

Electronics and Communications in Japan

Volumn 91, Issue 2, 2008, Pages 23-30

  Murata, Hideki ^a   Yasuda, Keiichiro ^b   Aiyoshi, Eitaro ^a  

^a KEIO UNIVERSITY   (Japan)

^b TOKYO METROPOLITAN UNIVERSITY   (Japan)

Author keywords

Dissipative dynamical system; Global optimization; Particle swarm optimization

Indexed keywords

DECISION VARIABLES; DISSIPATIVE DYNAMICAL SYSTEM; GLOBAL MINIMUM; GLOBAL OPTIMIZATION METHODS; GLOBAL OPTIMUM; LOCAL MINIMUMS; LOCAL OPTIMUM; META-HEURISTICS; OPTIMIZATION METHODS; OPTIMIZATION PROBLEMS; PARTICLE SWARM OPTIMIZATION; PARTICLE SWARM OPTIMIZATION METHODS; PARTICLE-SWARM OPTIMIZATIONS; SEARCHING ABILITIES;

DYNAMICAL SYSTEMS; GLOBAL OPTIMIZATION; UNCERTAIN SYSTEMS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 65249112346     PISSN: 19429533     EISSN: None     Source Type: Journal    
DOI: 10.1002/ecj.10028     Document Type: Article

References (13)

1. Kennedy J, Eberhart RC. Swarm intelligence. Morgan Kaufmann; 2000.
2. Kennedy J, Eberhart RC. Particle swarm optimization. Proc IEEE International Conference on Neural Network (ICNN), Vol. 4, p 1942-1948, 1995.
3. Eberhart RC, Shi Y. Particle swarm optimization: developments, applications and resources. Proc Congress on Evolutionary Computation 2001, Seoul, Korea. IEEE Service Center; 2001.
4. Fujita T, Yasuda K, Yokoyama R. Global optimization method using chaos in dissipative system. ISICE Trans 1994;J77-A:881-889. (in Japanese)
5. Ide A, Yasuda K, Iwasaki N. Analysis of the dynamics of particle swarm optimization and its application to global optimization. Technical Meeting on Systems, SICE (2003). (in Japanese)
6. Yasuda K, Iwasaki N. Adaptive particle swarm optimization using velocity information of swarm. Proc IEEE Int Conf on Systems, Man, and Cybernetics, p 3475-3481, 2004.
7. Eberhart RC, Kennedy J. A new optimizer using particle swarm theory. Proc Sixth International Symposium on Micro Machine and Human Science, p 39-43, 1995.
8. Shi Y, Eberhart RC. A modified particle swarm optimizer. Proc 1998 IEEE Conference on Evolutionary Computation, p 69-73.
9. Eberhart RC, Shi Y. Comparing inertia weights and constriction factors in particle swarm optimization. Proc Congress on Evolutionary Computation, p 84-88, 2000.
10. Aiyoshi E, Shimizu K. Exercises of mathematical programming. Asakura Publishing; 1985. (in Japanese)
11. Rastrigin IA. Systems on extremal control. Nauka; 1994. (in Russian)
12. Levy AV, Montalvo A. The tunneling algorithm for the global minimization of functions. Siam J Sci Stat Comput 1985;6:15-29.
13. Griewank AO. Generalized descent for global optimization. JOTA 1985;34:15-29.