Comparison between genetic algorithms and particle swarm optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1447, Issue , 1998, Pages 611-616

  Eberhart, Russell C ^a   Shi, Yuhui ^a  

^a Indiana University Purdue University Indianapolis   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER PROGRAMMING; GENETIC ALGORITHMS;

PROBLEM SPACE; SEARCH BEHAVIOR;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84947807745     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0040812     Document Type: Conference Paper

References (11)

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3. Eberhart, R. C., and Kennedy, J. (1995), A new optimizer using particle swarm theory, Proc. Sixth International Symposium on Micro Machine and Human Science (Nagoya, Japan), IEEE Service Center, Piscataway, NJ, 39-43.
4. Fogel, L. J. (1994), Evolutionary programming in perspective: the top-down view, in Computational Intelligence: Imitating Life, J.M. Zurada, R. J. Marks II, and C. J. Robinson, Eds., IEEE Press, Piscataway, NJ.
5. Goldberg, D. E. (1989), Genetic Algorithms in Search, Optimization, and Machine Learning, Reading MA: Addison-Wesley.
6. Kennedy, J., and Eberhart, R. C. (1995), Particle swarm optimization, Proc. IEEE International Conference on Neural Networks (Perth, Australia), IEEE Service Center, Piscataway, NJ, IV: 1942-1948.
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8. Koza, J. R. (1992), Genetic Programming: On the Programming of Computers by Means of Natural Selection, Cambridge, MA: MIT Press.
9. Rechenberg, I. (1994), Evolution strategy, in Computational Intelligence: Imitating Life, J, M. Zurada, R. J. Marks II, and C. Robinson, Eds., IEEE Press, Piscataway, NJ.
10. Shi, Y. H., Eberhart, R. C., (1998), A modified particle swarm optimizer, Proc. of 1998 IEEE International Conference on Evolutionary Computation, Anchorage, AK, in press.
11. th Ann. Conf. on Evolutionary Programming, San Diego, CA, in press.