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Abstraction-Based Genetic Programming

An Application of the polymorphically-typed lambda calculus to genetic programming

Language EnglishEnglish
Book Paperback
Book Abstraction-Based Genetic Programming Franck Binard
Libristo code: 06827278
Publishers VDM Verlag Dr. Müller, November 2008
Abstraction-Based Genetic Programming (ABGP) is a novel Genetic Programming (GP) system in which the... Full description
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Abstraction-Based Genetic Programming (ABGP) is a novel Genetic Programming (GP) system in which the set of all possible genotypes is partitioned by the proofs to which each program is linked via the Curry- Howard isomorphism. In the context of ABGP, proofs are related to computer programs in the same way as species are related to organisms in the biological world. They can be seen as patterns into which alleles of genes may be plugged in. In this analogy, genes are types and an allele of a gene is a closed typed computational block that may be combined with other blocks to form an organism. The type of an allele is the gene to which it corresponds.

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About the book

Full name Abstraction-Based Genetic Programming
Author Franck Binard
Language English
Binding Book - Paperback
Date of issue 2009
Number of pages 184
EAN 9783639191738
Libristo code 06827278
Publishers VDM Verlag Dr. Müller
Weight 291
Dimensions 149 x 220 x 18
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