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Unearthing a fossil from the history of evolutionary

Fogel D.B.

Fundamenta Informaticae

1998

Vol. 35, nr 1-4

1-16

All of science relies on past experimentation and hypotheses. Unfortunately, the science of evolutionary computation is hampered by a general lack of awareness of many early efforts in the field. This paper offers a review of one such contribution from 1967 which employed self-adaptation, co-evolution, and assessed the utility of recombination in various settings. The conclusions, reconfirmed in recent literature, indicate that recombination (uniform or one-point crossover) is best applied in non-epistatic settings. Theoretical analysis supported the experimental findings and now raises questions concerning common applications of schema theory to describe the behavior of evolutionary algorithms.