Foundations of Genetic Programming

Foundations of Genetic Programming
Author :
Publisher : Springer Science & Business Media
Total Pages : 265
Release :
ISBN-10 : 9783662047262
ISBN-13 : 3662047268
Rating : 4/5 (268 Downloads)

Book Synopsis Foundations of Genetic Programming by : William B. Langdon

Download or read book Foundations of Genetic Programming written by William B. Langdon and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Foundations of Genetic Programming Related Books

Foundations of Genetic Programming
Language: en
Pages: 265
Authors: William B. Langdon
Categories: Computers
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

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 consolida
Genetic Programming and Data Structures
Language: en
Pages: 298
Authors: W.B. Langdon
Categories: Computers
Type: BOOK - Published: 1998-04-30 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Computers that `program themselves' has long been an aim of computer scientists. Recently genetic programming (GP) has started to show its promise by automatica
Genetic Algorithms + Data Structures = Evolution Programs
Language: en
Pages: 392
Authors: Zbigniew Michalewicz
Categories: Computers
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorith
Genetic Algorithms + Data Structures = Evolution Programs
Language: en
Pages: 257
Authors: Zbigniew Michalewicz
Categories: Mathematics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

'What does your Master teach?' asked a visitor. 'Nothing,' said the disciple. 'Then why does he give discourses?' 'He only points the way - he teaches nothing.'
Genetic Algorithms and Genetic Programming
Language: en
Pages: 395
Authors: Michael Affenzeller
Categories: Computers
Type: BOOK - Published: 2009-04-09 - Publisher: CRC Press

DOWNLOAD EBOOK

Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (