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A comparison of methods for self-adaptation in evolutionary algorithms

✍ Scribed by N. Saravanan; David B. Fogel; Kevin M. Nelson


Publisher
Elsevier Science
Year
1995
Tongue
English
Weight
788 KB
Volume
36
Category
Article
ISSN
0303-2647

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Recent research on self-adaptive evolutionary programming (EP) methods evidenced the problem of premature convergence. Self-adaptive evolutionary programming methods converge prematurely because their object variables evolve more slowly than do their strategy parameters, which subsequently leads to