Genetic Programming: An Introduction (The Morgan Kaufmann Series in Artificial Intelligence) - Hardcover

Banzhaf, Wolfgang; Nordin, Peter; Keller, Robert E.; Francone, Frank D.

 
9781558605107: Genetic Programming: An Introduction (The Morgan Kaufmann Series in Artificial Intelligence)
Hardcover
ISBN 10: 155860510X ISBN 13: 9781558605107
Verlag: Morgan Kaufmann Publishers In, 1998

Inhaltsangabe

Since the early 1990s, genetic programming (GP)―a discipline whose goal is to enable the automatic generation of computer programs―has emerged as one of the most promising paradigms for fast, productive software development. GP combines biological metaphors gleaned from Darwin's theory of evolution with computer-science approaches drawn from the field of machine learning to create programs that are capable of adapting or recreating themselves for open-ended tasks.This unique introduction to GP provides a detailed overview of the subject and its antecedents, with extensive references to the published and online literature. In addition to explaining the fundamental theory and important algorithms, the text includes practical discussions covering a wealth of potential applications and real-world implementation techniques. Software professionals needing to understand and apply GP concepts will find this book an invaluable practical and theoretical guide.

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Über die Autorin bzw. den Autor

By Wolfgang Banzhaf, Peter Nordin, Robert E. Keller and Frank D. Francone

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To order this title for shipment to Austria, Germany, or Switzerland, please contact dpunkt verlag directly.

"[The authors] have performed a remarkable double service with this excellent book on genetic programming. First, they give an up-to-date view of the rapidly growing field of automatic creation of computer programs by means of evolution and, second, they bring together their own innovative and formidable work on evolution of assembly language machine code and linear genomes."
--John R. Koza

Since the early 1990s, genetic programming (GP) a discipline whose goal is to enable the automatic generation of computer programs has emerged as one of the most promising paradigms for fast, productive software development. GP combines biological metaphors gleaned from Darwin's theory of evolution with computer-science approaches drawn from the field of machine learning to create programs that are capable of adapting or recreating themselves for open-ended tasks.

This unique introduction to GP provides a detailed overview of the subject and its antecedents, with extensive references to the published and online literature. In addition to explaining the fundamental theory and important algorithms, the text includes practical discussions covering a wealth of potential applications and real-world implementation techniques. Software professionals needing to understand and apply GP concepts will find this book an invaluable practical and theoretical guide.|To order this title for shipment to Austria, Germany, or Switzerland, please contactdpunkt verlag directly.

"[The authors] have performed a remarkable double service with this excellent book on genetic programming. First, they give an up-to-date view of the rapidly growing field of automatic creation of computer programs by means of evolution and, second, they bring together their own innovative and formidable work on evolution of assembly language machine code and linear genomes."
--John R. Koza

Since the early 1990s, genetic programming (GP) a discipline whose goal is to enable the automatic generation of computer programs has emerged as one of the most promising paradigms for fast, productive software development. GP combines biological metaphors gleaned from Darwin's theory of evolution with computer-science approaches drawn from the field of machine learning to create programs that are capable of adapting or recreating themselves for open-ended tasks.

This unique introduction to GP provides a detailed overview of the subject and its antecedents, with extensive references to the published and online literature. In addition to explaining the fundamental theory and important algorithms, the text includes practical discussions covering a wealth of potential applications and real-world implementation techniques. Software professionals needing to understand and apply GP concepts will find this book an invaluable practical and theoretical guide.

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Verlag
Morgan Kaufmann Publishers In
Erscheinungsdatum
1998
Sprache
Englisch
ISBN 10 
155860510X
ISBN 13 
9781558605107
Einband
Tapa dura
Anzahl der Seiten
496
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

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