Signal, noise, and genetic algorithms

作者: David E. Goldberg , Mike Rudnick

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摘要: Signal, noise, and the signal-to-noise ratio are defined, a Walsh basis expression is derived for each. Signal measure of force tending towards convergence within competition partition. Noise preventing partition's signal from having effect. The reconciling these antagonistic effects. conjecture made that relative magnitudes noise determine degree to which occurs in each

参考文章(3)
David E. Goldberg, Genetic Algorithms and Walsh Functions: Part I, A Gentle Introduction. Complex Systems. ,vol. 3, ,(1989)
David E. Goldberg, Mike Rudnick, Genetic Algorithms and the Variance of Fitness. Complex Systems. ,vol. 5, ,(1991)
Kenneth Alan De Jong, An analysis of the behavior of a class of genetic adaptive systems. University of Michigan. ,(1975)