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Genetic Programming Theory and Practice : Genetic Programming - Rick Riolo

Genetic Programming Theory and Practice

Genetic Programming

By: Rick Riolo (Editor), Bill Worzel (Editor)

Hardcover

Published: November 2003
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From the reviews: "This book contains 19 chapters that are based on respective research papers presented at the workshop a??Genetic Program, Theory and Practicea??. a? 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)

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)

Contributing Authors
Preface
Foreword
Genetic Programming: Theory and Practicep. 1
An Essay Concerning Human Understanding of Genetic Programmingp. 11
Classification of Gene Expression Data with Genetic Programmingp. 25
Artificial Regulatory Networks and Genetic Programmingp. 43
Using Software Engineering Knowledge to Drive Genetic Program Design Using Cultural Algorithmsp. 63
Continuous Hierarchical Fair Competition Model for Sustainable Innovation in Genetic Programmingp. 81
What Makes a Problem GP-Hard?p. 99
A Probabilistic Model of Size Driftp. 119
Building-Block Supply in Genetic Programmingp. 137
Modularization by Multi-Run Frequency Driven Subtree Encapsulationp. 155
The Distribution of Reversible Functions is Normalp. 173
Doing Genetic Algorithms the Genetic Programming Wayp. 189
Probabilistic Model Building and Competent Genetic Programmingp. 205
Automated Synthesis by Means of Genetic Programming of Complex Structures Incorporating Reuse, Parameterized Reuse, Hierarchies, and Developmentp. 221
Industrial Strength Genetic Programmingp. 239
Operator Choice and the Evolution of Robust Solutionsp. 257
A Hybrid GP-Fuzzy Approach for Resevoir Characterizationp. 271
Enhanced Emerging Market Stock Selectionp. 291
Three Fundamentals of the Biological Genetic Algorithmp. 303
Indexp. 313
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9781402075810
ISBN-10: 1402075812
Series: Genetic Programming
Audience: Tertiary; University or College
Format: Hardcover
Language: English
Number Of Pages: 317
Published: November 2003
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 23.5 x 15.5  x 2.54
Weight (kg): 1.43