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Population Sizing Based on Landscape Feature

Jian Zhang, Xiaohui Yuan, and Bill P. Buckles

Department of Electrical Engineering and Computer Science
Tulane University
New Orleans, LA 70001

Abstract. Population size for Evolutionary Algorithms is usually an empirical parameter. We study the population size from aspects of fitness landscapes' ruggedness and Probably Approximately Correct (PAC) learning theory.

LNCS 2724, p. 1624 ff.

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