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Handbook of Evolutionary Computation: 1st Edition (Hardback) book cover

Handbook of Evolutionary Computation

1st Edition

Edited by Thomas Baeck, D.B Fogel, Z Michalewicz

CRC Press

1,130 pages

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Hardback: 9780750308953
pub: 1997-01-01
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Description

Many scientists and engineers now use the paradigms of evolutionary computation (genetic algorithms, evolution strategies, evolutionary programming, genetic programming, classifier systems, and combinations or hybrids) to tackle problems that are either intractable or unrealistically time consuming to solve through traditional computational strategies. The Handbook of Evolutionary Computation addresses the need for a comprehensive source of reference in the maturing field of evolutionary computation. The handbook is available in a looseleaf print format and an online format.

Table of Contents

Foreword by Kenneth de Jong, Hans-Paul Schwefel, and Lawrence J. Fogel

Preface

Introduction

Fundamental Concepts of Evolutionary Computation

Evolutionary Computation Models

Hybrid Approaches

Evolutionary Computation Implementations

Applications of Evolutionary Computation

Evolutionary Computation in Practice: Case Studies

Subject Categories

BISAC Subject Codes/Headings:
COM012040
COMPUTERS / Programming / Games
COM051300
COMPUTERS / Programming / Algorithms
MAT000000
MATHEMATICS / General