Overview of particle swarm optimization

Kongzhi yu Juece/Control and Decision

Volumn 18, Issue 2, 2003, Pages 129-134

  Xie, Xiao Feng ^a   Zhang, Wen Jun ^a   Yang, Zhi Lian ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Artificial life; Evolutionary computation; Particle swarm optimization

Indexed keywords

FUNCTIONS; MATHEMATICAL OPERATORS; OPTIMIZATION; TESTING;

ARTIFICIAL LIFE; CLUSTERING ANALYSIS; NEIGHBORHOOD OPERATORS; PARAMETER SETTING; PARTICLE SWARM OPTIMIZATION; TEST FUNCTIONS;

EVOLUTIONARY ALGORITHMS;

EID: 0038447911     PISSN: 10010920     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (34)

1. Kennedy J, Eberhart R. Particle swarm optimization[A]. Proc IEEE Int Conf on Neura Networks[C]. Perth, 1995. 1942-1948.
2. Eberhart R, Kennedy J. A new optimizer using particle swarm theory[A]. Proc 6th Inst Symposium on Micro Machine and Human Science[C]. Nagoya, 1995. 39-43.
3. Millonas M M. Swarms Phase Transition and Collective Intelligence[M]. MA: Addison Wesley, 1994.
4. Wilson E O. Sociobiology: The New Synthesis[M]. MA: Belknap Press, 1975.
5. Shi Yuhui, Eberhart R. A modified particle swarm optimizer[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. Anchorage, 1998. 69-73.
6. Kennedy J. The particle swarm: Social adaptation of knowledge[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. Indiamapolis, 1997. 303-308.
7. Thorndike E L. Animal Intelligence: Empirical Studies[M]. New York: MacMillan, 1911.
8. Bandura A. Social Foundations of Thought and Action: A Social Cognitive Theory[M]. New Jersey: Prentice-Hall, 1986.
9. Eberhart R, Shi Yuhui. Particle swarm optimization: Developments, applications and resources[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. Seoul, 2001. 81-86.
10. Shi Yuhui, Eberhart R. Parameter selection in particle swarm optimization[A]. Proc of the 7th Annual Conf on Evolutionary Programming[C]. Washington, DC, 1998. 591-600.
11. Shi Yuhui, Eberhart R. Empirical study of particle swarm optimization[A]. Proc of the Congress on Evolutionary Computation[C]. Washington DC, 1999. 1945-1950.
12. Suganthan P N. Particle swarm optimiser with neighbourhood operator[A]. Proc of the Congress on Evolutionary Computation[C]. Washington DC, 1999. 1958-1962.
13. Clerc M. The swarm and the queen: Towards a deterministic and adaptive particle swarm optimization[A]. Proc of the Congress on Evolutionary Computation[C]. Washington DC, 1999. 1951-1957.
14. Shi Yuhui, Eberhart R. Fuzzy adaptive particle swarm optimization[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. Seoul, 2001. 101-106.
15. Angeline P J. Using selection to improve particle swarm optimization[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. Anchorage, 1998. 84-89.
16. Ozcan E, Mohan C. Particle swarm optimization: Surfing the waves[A]. Proc of the Congress on Evolutionary Computation[C]. Washington DC, 1999. 1939-1944.
17. Kennedy J. The behavior of particles[A]. Proc 7th Annual Conf on Evolutionary Programming[C]. Germany: Springer, 1998. 581-591.
18. Kennedy J. Stereotyping: Improving particle swarm performance with cluster analysis[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. La Jolla, 2000. 1507-1512.
19. Eberhart R, Shi Yuhui. Comparing inertia weights and constriction factors in particle swarm optimization[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. La Jolla, 2000. 84-88.
20. Davis L. Handbook of Genetic Algorithm[M]. New York: Van Nostrand Reinhold, 1991.
21. Sherif M, Sherif C W. Reference Groups: Exploration into Conformity and Deviation of Adolescents[M]. Chicago: Henry Regnery, 1964.
22. Angeline P J. Evolutionary optimization versus particle swarm optimization: Philosophy and performance difference[A]. Proc of the 7th Annual Conf on Evolutionary Programming[C]. Germany: Springer, 1998.601-610.
23. Fogel L J, Walsh M J. Artificial Intelligence through Simulated Evolution[M]. Chichester: John Wiley, 1996.
24. Holland J H. Adaptation in Natural and Artificial Systems[M]. Ann Arbor: University of Michigan Press, 1975.
25. Kennedy J, Spears W M. Matching algorithms to problems: An experimental test of the particle swarm and some genetic algorithms on the multimodal problem generator[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. Anchorage, 1998. 78-83.
26. Jong K De, Potter M, Spears W. Using problem generators to explore the effects of epitasis[A]. Proc of the 7th Int Conf on Genetic Algorithms[C]. Morgan Kaufmann, 1997. 338-345.
27. Eberhart R, Kennedy J. Discrete binary version of the particle swarm algorithm[A]. Proc IEEE Int Conf on Systems, Man and Cybernetics[C]. Orlando, 1997. 4104-4108.
28. Ray T, Liew K M. A swarm with an effective information sharing mechanism for unconstrained and constrained single objective optimization problems[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. Seoul, 2001. 75-80.
29. Xie Xiaofeng, Zhang Wenjun, Yang Zhilian. Incorporating knowledge in genetic algorithms for device synthesis[A]. 6th Int Conf on Solid-State and Integrated Circuit Technology[C]. Shanghai, 2001. 1143-1146.
30. Kenneay J, Eberhart R, Shi Yuhui. Swarm intelligence[M]. San Francisco: Morgan Kaufmann, 2001.
31. Eberhart R, Hu Xiaohui. Human tremor analysis using particle swarm optimization[A]. Proc of the Congress on Evolutiona ry Computation[C]. Washington, 1999. 1927-1930.
32. Yoshida H, Kawata K, Fukuyama Y, et al. A particle swarm optimization for reactive power and voltage control considering voltage security assessment[J]. Trans of the Institute of Electrical Engineers of Japan, 1999, 119-B(12): 1462-1469.
33. Eberhart R, Shi Yuhui. Tracking and optimizing dynamic systems with particle swarms[A]. Proc IEEE Int Conf on Evolutionary Computation[C]. Hawaii, 2001. 94-100.
34. Prigogine I. Order through Fluctuation: Self-organization and Social System[M]. London: Addison-Wesley, 1976.