An overview of evolutionary computation

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Abstract

Evolutionary computation uses computational models of evolutionary processes as key elements in the design and implementation of computerbased problem solving systems. In this paper we provide an overview of evolutionary computation, and describe several evolutionary algorithms that are currently of interest. Important similarities and differences are noted, which lead to a discussion of important issues that need to be resolved, and items for future research.

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Spears, W. M., De Jong, K. A., Bäick, T., Fogel, D. B., & De Garis, H. (1993). An overview of evolutionary computation. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 667 LNAI, pp. 442–459). Springer Verlag. https://doi.org/10.1007/3-540-56602-3_163

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