conference paper
Matching algorithms to problems: an experimental test of the particle swarm and some genetic algorithms on the multimodal problem generator
James Kennedya b, William M. Spearsc d
- aBureau of Labor Statistics, Washington D.C., DC, USA
- bBur. of Labor Stat., Washington, DC, USA
- cNaval Research Laboratory, Inc., Washington D.C., DC, USA
- d[Naval Research Laboratory, Inc., Washington D.C., DC, USA]
1998 IEEE International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360)2002-11-27 455 citations5 references
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Abstract
A multimodal problem generator was used to test three versions of a genetic algorithm and the binary particle swarm algorithm in a factorial time-series experiment. Specific strengths and weaknesses of the various algorithms were identified.