Genetic Programming Theory and Practice

AvRick Riolo,Bill Worzel

Häftad, Engelska, 2012

Del 6 i serien Genetic Programming

1 705 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

Inbunden

1 705 kr

E-bok

2 065 kr

Beskrivning

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.

Produktinformation

Utgivningsdatum:2012-10-12
Mått:155 x 235 x 19 mm
Vikt:511 g
Format:Häftad
Språk:Engelska
Serie:Genetic Programming
Antal sidor:317
Upplaga:2003
Förlag:Springer-Verlag New York Inc.
ISBN:9781461347477

Utforska kategorier

Recensioner i media

From the reviews: "This book contains 19 chapters that are based on respective research papers presented at the workshop 'Genetic Program, Theory and Practice'. ... The balanced combination of theoretical issues and application issues, along with the many new and interesting results described by the contributors make this book a useful source of up-to-date information on GP. The book will no doubt inspire new and old researchers and practitioners to push further the frontiers of GP theory and practice for the benefit of the international society." (Spyros Tzafestas, Journal of Intelligent and Robotic Systems, Vol. 45, 2006)

Innehållsförteckning

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.

Mer från samma författare

Perspectives on Adaptation in Natural and Artificial Systems

Lashon Booker, Stephanie Forrest, Melanie Mitchell, Rick Riolo

Inbunden, 2005

1 967 kr

Perspectives on Adaptation in Natural and Artificial Systems

Rick Riolo, Melanie Mitchell, Stephanie Forrest, Lashon Booker

E-bok

2005

1 136 kr

Genetic Programming Theory and Practice II

Una-May O'Reilly, Tina Yu, Rick Riolo, Bill Worzel

Inbunden, 2004

1 705 kr

Genetic Programming Theory and Practice II

Bill Worzel, Rick Riolo, Tina Yu, Una-May O'Reilly

E-bok

2006

2 127 kr

Genetic Programming Theory and Practice III

Tina Yu, Rick Riolo, Bill Worzel

Inbunden, 2005

1 705 kr

Genetic Programming Theory and Practice III

Bill Worzel, Rick Riolo, Tina Yu

E-bok

2006

2 127 kr

Genetic Programming Theory and Practice IV

Rick Riolo, Terence Soule, Bill Worzel

Inbunden, 2007

1 705 kr

Genetic Programming Theory and Practice IV

Bill Worzel, Terence Soule, Rick Riolo

E-bok

2007

2 127 kr

Genetic Programming Theory and Practice V

Rick Riolo, Terence Soule, Bill Worzel

Inbunden, 2008

1 139 kr

Genetic Programming Theory and Practice V

Bill Worzel, Terence Soule, Rick Riolo

E-bok

2007

1 470 kr

Mer från samma serie

Genetic Programming Theory and Practice II

Una-May O'Reilly, Tina Yu, Rick Riolo, Bill Worzel

Inbunden, 2004

1 705 kr

Genetic Programming Theory and Practice III

Tina Yu, Rick Riolo, Bill Worzel

Inbunden, 2005

1 705 kr

Automatic Quantum Computer Programming

Lee Spector

Häftad, 2006

1 479 kr

Data Mining Using Grammar Based Genetic Programming and Applications

Man Leung Wong, Kwong Sak Leung

Inbunden, 2000

1 705 kr

Genetic Programming and Data Structures

William B. Langdon

Inbunden, 1998

1 705 kr

Del 2

Automatic Re-engineering of Software Using Genetic Programming

Conor Ryan

Inbunden, 1999

1 139 kr

Del 4

Grammatical Evolution

Michael O'Neill, Conor Ryan

Inbunden, 2003

1 705 kr

Automatic Quantum Computer Programming

Lee Spector

Inbunden, 2004

1 479 kr

Genetic Programming Theory and Practice II

Una-May O'Reilly, Tina Yu, Rick Riolo, Bill Worzel

Häftad, 2010

1 705 kr

Del 9

Genetic Programming Theory and Practice III

Tina Yu, Rick Riolo, Bill Worzel

Häftad, 2010

1 705 kr

Du kanske också är intresserad av

10% rabatt på allt

Adventskalender Ravensburger pussel 2026

Ravensburger

319 kr

Genetic Programming Theory and Practice

Rick Riolo, Bill Worzel

Inbunden, 2003

1 705 kr

Del 9

Genetic Programming Theory and Practice III

Tina Yu, Rick Riolo, Bill Worzel

Häftad, 2010

1 705 kr

Genetic Programming Theory and Practice III

Tina Yu, Rick Riolo, Bill Worzel

Inbunden, 2005

1 705 kr

Genetic Programming Theory and Practice V

Bill Worzel, Terence Soule, Rick Riolo

E-bok

2007

1 470 kr

Genetic Programming Theory and Practice VI

Bill Worzel, Terence Soule, Rick Riolo

E-bok

2008

1 470 kr

Genetic Programming Theory and Practice IV

Rick Riolo, Terence Soule, Bill Worzel

Häftad, 2010

1 705 kr

Genetic Programming Theory and Practice III

Bill Worzel, Rick Riolo, Tina Yu

E-bok

2006

2 127 kr

Genetic Programming Theory and Practice II

Bill Worzel, Rick Riolo, Tina Yu, Una-May O'Reilly

E-bok

2006

2 127 kr

Genetic Programming Theory and Practice V

Rick Riolo, Terence Soule, Bill Worzel

Häftad, 2010

1 139 kr

Genetic Programming Theory and Practice

AvRick Riolo,Bill Worzel

Häftad, Engelska, 2012

Del 6 i serien Genetic Programming

1 705 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

Inbunden

1 705 kr

E-bok

2 065 kr

Beskrivning

Produktinformation

Utgivningsdatum:2012-10-12
Mått:155 x 235 x 19 mm
Vikt:511 g
Format:Häftad
Språk:Engelska
Serie:Genetic Programming
Antal sidor:317
Upplaga:2003
Förlag:Springer-Verlag New York Inc.
ISBN:9781461347477

Utforska kategorier

Recensioner i media

Innehållsförteckning

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.