Abstraction-Based Genetic Programming: An Application Of The Polymorphically-Typed Lambda Calculus To Genetic Programming

Binard, Franck; Binard, Franck

ISBN 10: 3639191730 / ISBN 13: 9783639191738

Verlag: Vdm Verlag Dr. Müller, 2009

184 pages. 8.66x5.91x0.42 inches. In Stock. Bestandsnummer des Verkäufers 3639191730

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor: Franck Binard lives in Ottawa, Canada. His many research interests include evolutionary computation, machine learning, financial computing and emergence. He obtained his doctorate in Computer Science from the University of Ottawa in 2009. His thesis advisor was Amy Felty.

Bibliografische Details

Titel: Abstraction-Based Genetic Programming: An ...
Verlag: Vdm Verlag Dr. Müller
Erscheinungsdatum: 2009
Einband: Paperback
Zustand: Brand New