Evolutionary Computation: The Fossil Record / Edition 1

Evolutionary Computation: The Fossil Record / Edition 1

by David B. Fogel
ISBN-10:
0780334817
ISBN-13:
9780780334816
Pub. Date:
05/28/1998
Publisher:
Wiley

Hardcover

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Overview

Evolutionary Computation: The Fossil Record / Edition 1

Featuring copious introductory material by distinguished scientistDr. David B. Fogel, this formidable collection of 30 landmarkpapers spans the entire history of evolutionary computation—fromtoday's investigations back to its very origins more than 40 yearsago. Chapter by chapter, Fogel highlights how early ideas havedeveloped into current thinking and how others have been lost andawait rediscovery. The introductions to each chapter reflectFogel's one-on-one conversations with the authors and theircolleagues, conducted over a period of four years. EvolutionaryComputation: The Fossil Record provides in-depth historicalinformation and technical detail that is simply unmatched in thefield. This volume is complete with an extensive bibliography ofrelated literature.

Evolutionary Computation: The Fossil Record will be ofparticular interest to researchers and students in need of acomprehensive resource on this fascinating area of computerscience. Historians will also find the book thoroughlyengaging.

Product Details

ISBN-13: 9780780334816
Publisher: Wiley
Publication date: 05/28/1998
Pages: 656
Product dimensions: 8.78(w) x 11.28(h) x 1.59(d)

About the Author

About the Editor David B. Fogel, Ph.D. is executive vice president and chief scientist at Natural Selection, Inc., La Jolla, California. Dr. Fogel has published over 100 papers on evolutionary computation in journals and conferences and is the author of two books, most recently Evolutionary Computation: Toward a New Philosophy of Machine Intelligence (IEEE Press, 1995). He serves as the founding editor-in-chief of IEEE Transactions on Evolutionary Computation. Dr. Fogel is co-editor-in-chief of the Handbook of Evolutionary Computation (Oxford, 1997), associate editor of BioSystems, and a member of the editorial boards of several other archive journals. He was the founding president of the Evolutionary Programming Society (1991) and is an associate member of the Center for the Study of Evolution and the Origin of Life (CSEOL) at UCLA.

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Table of Contents

Preface.

An Introduction to Evolutionary Computation.

Evolving Control Circuits for Autonomous Robots.

Simulating the Evolution of Genetic Systems.

Evolving Online Productivity.

Evolving Computer Programs.

Artificial Life and Evolving Strategies.

Artificial Intelligence through Simulated Evolution.

Evolutionary Experimentation.

Evolution and Optimization.

Evolutionary Algorithms for System Identification.

Co-Evolution, Self-Adaptation, and Crossover.

Evolving Populations.

Artificial Ecosystems.

Soft Selection.

Schema Processing and the K-Armed Bandit.

Classifier Systems.

Evolving Neural Networks.

Evolutionary Computation and the Traveling Salesman Problem.

The Iterated Prisoner's Dilemma.

Implicit Parallelism and Representations.

Fuzzy Evolution.

Evolving Programs Using Symbolic Expressions.

Tierra and Emergent Properties.

Epilogue.

Author Index.

Subject Index.

About the Editor.

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