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A Construction Schema Theory for Recombination

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Book cover Evolutionary Algorithms

Part of the book series: Natural Computing Series ((NCS))

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Abstract

Chapter 3 computed the probability that a hyperplane H k will survive recombination, given that one parent is in H k and that the other parent is arbitrary. However, as Syswerda (1989) pointed out, recombination can also be considered to have a more positive role — that of construction. Construction refers to having recombination create an instance of a hyperplane H k from both parents. As we will see, construction is a more general concept than simple survival.

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© 2000 Springer-Verlag Berlin Heidelberg

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Spears, W.M. (2000). A Construction Schema Theory for Recombination. In: Evolutionary Algorithms. Natural Computing Series. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-04199-4_4

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  • DOI: https://doi.org/10.1007/978-3-662-04199-4_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-08624-3

  • Online ISBN: 978-3-662-04199-4

  • eBook Packages: Springer Book Archive

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