Foundations of Genetic Programming

Foundations of Genetic Programming

This is one of the only books to provide a complete and coherent review of the theory of genetic programming (GP). In doing so, it provides a coherent consolidation of recent work on the theoretical foundations of GP. A concise introduction to GP and genetic algorithms (GA) is followed by a discussion of fitness landscapes and other theoretical approaches to natural and artificial evolution. Having surveyed early approaches to GP theory it presents new exact schema analysis, showing that it applies to GP as well as to the simpler GAs. New results on the potentially infinite number of possible programs are followed by two chapters applying these new techniques.
Country USA
Brand Springer
Manufacturer Springer
Binding Hardcover
ItemPartNumber 117 black & white illustrations, 12 blac
ReleaseDate 2002-02-14
UnitCount 1
EANs 9783540424512

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Country	USA
Brand	Springer
Manufacturer	Springer
Binding	Hardcover
ItemPartNumber	117 black & white illustrations, 12 blac
ReleaseDate	2002-02-14
UnitCount	1
EANs	9783540424512