Evolutionary optimization versus particle swarm optimization: Philosophy and performance differences

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

Volumn 1447, Issue , 1998, Pages 601-610

  Angeline, Peter J ^a  

^a Natural Selection Inc   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER PROGRAMMING; FUNCTIONS; PARTICLE SWARM OPTIMIZATION (PSO);

EVOLUTIONARY OPTIMIZATIONS; METHOD OF PROCESSING; NONLINEAR FUNCTIONS; PARTICLE SWARM;

PHILOSOPHICAL ASPECTS;

EID: 84919713045     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0040811     Document Type: Conference Paper

References (9)

1. P. Angeline, "The effects of noise on self-adaptive evolutionary optimization," in Evolutionary Programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming, L. Fogel, P. Angeline, and T. Back (eds.), Cambridge, MA: MIT Press, pp. 433-441, 1996.
2. T. Bäck, Evolutionary Algorithms in Theory and Practice, New York: Oxford University Press, 1996.
3. R. Eberhart, P. Simpson, and R. Dobbins, Computational Intelligence PC Tools, Academic Press: New York, 1996.
4. D. Fogel, Evolutionary Computation: Towards a New Philosophy of Machine Intelligence, Piscataway, NJ: IEEE Press, 1996.
5. D. Fogel and H-.G. Beyer, "A Note on the Empiricial Evaluation of Intermediate Recombination", Evolutionary Computation, 3 (4), pp. 491-495.
6. D. Gehlhaar and D. Fogel, "Tuning Evolutionary Programming for Conformationally Flexible Molecular Docking", in Evolutionary Programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming, L. Fogel, P. Angeline, and T. Back (eds.), Cambridge, MA: MIT Press, pp. 419-429, 1996.
7. J. Kennedy and R. Eberhart, "Particle swarm optimization," Proceedings of the IEEE International Conference on Neural Networks, Piscataway, NJ:IEEE Press, pp. 1942-1948, 1995.
8. N. Saravanan and D. Fogel, "An empirical comparison of methods for correlated mutations under self-adaptation, in Evolutionary Programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming, L. Fogel, P. Angeline, and T. Back (eds.), Cambridge, MA: MIT Press, pp. 479-485, 1996.
9. X. Yao and Y. Lin, "Fast evolutionary programming," in Evolutionary Programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming, L. Fogel, P. Angeline, and T. Back (eds.), Cambridge, MA: MIT Press, pp. 451-460, 1996.