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Genetic Programming Theory and Practice
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ISBN: 9781402075810

Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The materia… More...

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Genetic Programming Theory and Practice
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Genetic Programming Theory and Practice - hardcover

2003, ISBN: 1402075812

[EAN: 9781402075810], Neubuch, [PU: Springer US], COMPUTERS - GENERAL INFORMATION INTELLIGENCE (AI) & SEMANTICS PROGRAMMING ALGORITHMS CIRCUIT DESIGN COMPLEX SYSTEM EVOLUTIONARY ALGORITHM… More...

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Genetic Programming Theory and Practice (Genetic Programming, 6, Band 6)
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Genetic Programming Theory and Practice (Genetic Programming, 6, Band 6) - hardcover

2003

ISBN: 9781402075810

Springer, Gebundene Ausgabe, Auflage: 2003, 333 Seiten, Publiziert: 2003-11-30T00:00:01Z, Produktgruppe: Buch, 3.15 kg, Informatik, IT-Ausbildung & -Berufe, Computer & Internet, Kategorie… More...

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Genetic Programming Theory and Practice (Genetic Programming, 6, Band 6)
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Genetic Programming Theory and Practice (Genetic Programming, 6, Band 6) - hardcover

2003, ISBN: 9781402075810

Springer, Gebundene Ausgabe, Auflage: 2003, 333 Seiten, Publiziert: 2003-11-30T00:00:01Z, Produktgruppe: Buch, 3.15 kg, Informatik, IT-Ausbildung & -Berufe, Computer & Internet, Kategorie… More...

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Genetic Programming Theory and Practice - Rick Riolo
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Genetic Programming Theory and Practice - hardcover

ISBN: 9781402075810

Hardback, [PU: Springer-Verlag New York Inc.], Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning … More...

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Genetic Programming Theory and Practice (Genetic Programming, 6, Band 6)
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ISBN:

9781402075810


Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The material contained in this contributed volume was developed from a workshop at the University of Michigan's Center for the Study of Complex Systems where an international group of genetic programming theorists and practitioners met to examine how GP theory informs practice and how GP practice impacts GP theory. The contributions cover the full spectrum of this relationship and are written by leading GP theorists from major universities, as well as active practitioners from leading industries and businesses. Chapters include such topics as John Koza's development of human-competitive electronic circuit designs; David Goldberg's application of "competent GA" methodology to GP; Jason Daida's discovery of a new set of factors underlying the dynamics of GP starting from applied research; and Stephen Freeland's essay on the lessons of biology for GP and the potential impact of GP on evolutionary theory.

Details of the book - Genetic Programming Theory and Practice (Genetic Programming, 6, Band 6)


EAN (ISBN-13): 9781402075810
ISBN (ISBN-10): 1402075812
Hardcover
Publishing year: 2003
Publisher: Riolo, Rick, Worzel, Bill, Springer
336 Pages
Weight: 0,689 kg
Language: eng/Englisch

Book in our database since 2007-07-10T19:43:38+01:00 (London)
Detail page last modified on 2023-11-18T21:11:58+00:00 (London)
ISBN/EAN: 9781402075810

ISBN - alternate spelling:
1-4020-7581-2, 978-1-4020-7581-0
Alternate spelling and related search-keywords:
Book author: rick, riolo, wörz, worzel
Book title: genetic programming theory practice, the practice programming

Information from Publisher

Author: Rick Riolo
Title: Genetic Programming; Genetic Programming Theory and Practice
Publisher: Springer; Springer US
317 Pages
Publishing year: 2003-11-30
New York; NY; US
Language: English
164,99 € (DE)

BB; Hardcover, Softcover / Informatik, EDV/Informatik; Algorithmen und Datenstrukturen; Verstehen; algorithms; circuit design; complex system; evolutionary algorithm; genetic programming; learning; machine learning; programming; Data Structures and Information Theory; Artificial Intelligence; Theory of Computation; Electrical and Electronic Engineering; Informationstheorie; Künstliche Intelligenz; Theoretische Informatik; Elektrotechnik; BC

1 Genetic Programming: Theory and Practice.- 2 An Essay Concerning Human Understanding for Genetic Programming.- 3 Classification of Gene Expression Data with Genetic Programming.- 4 Artificial Regulatory Networks and Genetic Programming.- 5 Using Software Engineering Knowledge to Drive Genetic Program Design Using Cultural Algorithms.- 6 Continuous Hierarchical Fair Competition Model for Sustainable Innovation in Genetic Programming.- 7 What Makes a Problem GP-Hard?.- 8 A Probalistic Model of Size Drift.- 9 Building-Block Supply in Genetic Programming.- 10 Modularization by Multi-Run Frequency Driven Subtree Encapsulation.- 11 The Distribution of Reversible Functions is Normal.- 12 Doing Genetic Algorithms the Genetic Programming Way.- 13 Probalistic Model Building and Competent Genetic Programming.- 14 Automated Synthesis by Means of Genetic Programming Complex Structures Incorporating Reuse, Parameterized Reuse, Hierarchies, and Development.- 15 Industrial Strength Genetic Programming.- 16 Operator Choice and the Evolution of Robust Solution.- 17 A Hybrid GP-Fuzzy Approach for Reservoir Characterization.- 18 Enhanced Emerging Market Stock Selection.- 19 Three Fundamentals of the Biological Genetic Algorithm.
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