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Generalized evolutionary programming with Levy-type mutation
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DOI：10.1016/S0010-4655(02)00386-7.png)
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摘要
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A new generalized evolutionary programming with Levy-type mutation is proposed. The Levy-type distribution is know to reproduce Gaussian, Cauchy, and Student's t-distributions and characterized by a power-law fat-tail. This new evolutionary programming is tested for five standard test functions. The average performance of the new algorithm with Levy-type mutation for hard optimization problems is superior to the original evolutionary programming with Gaussian mutation. (C) 2002 Elsevier Science B.V. All rights reserved.
Keyword:
evolutionary programming
Levy distribution
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3.4
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1.2W
被引数:
4.3W
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