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Foundations of genetic programming : with 12 tables

Author: William B Langdon; Riccardo Poli
Publisher: Berlin : Springer, 2002.
Edition/Format:   Print book : EnglishView all editions and formats
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This is one of the only books to provide a complete and coherent review of the theory of genetic programming (GP). Having surveyed early approaches to GP theory it presents new exact schema analysis,  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: William B Langdon; Riccardo Poli
ISBN: 3540424512 9783540424512
OCLC Number: 248023954
Description: XV, 260 Seiten : Illustrationen, Diagramme
Contents: 1 Introduction.- 2 Fitness Landscapes.- 3 Program Component Schema Theories.- 4 Pessimistic GP Schema Theories.- 5 Exact GP Schema Theorems.- 6 Lessons from the GP Schema Theory.- 7 The Genetic Programming Search Space.- The GP Search Space: Theoretical Analysis.- 9 Example I: The Artificial Ant.- 10 Example II: The Max Problem.- 11 GP Convergence and Bloat.- 12 Conclusions.- A Genetic Programming Resources.- List of Special Symbols.
Responsibility: William B. Langdon ; Riccardo Poli.
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From the reviews:I came to this book from an engineering perspective as a GP practitionerinterested in practical issues such as which cross-over operator was mostapplicable for my problem. Whilst Read more...

 
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