Evolutionary Computation: A Unified Approach

by Kenneth A. De Jong

Overview

A clear and comprehensive introduction to the field of evolutionary computation that takes an integrated approach.

Evolutionary computation, the use of evolutionary systems as computational processes for solving complex problems, is a tool used by computer scientists and engineers who want to harness the power of evolution to build useful new artifacts, by biologists interested in developing and testing better models of natural evolutionary systems, and by artificial life scientists for designing and implementing new artificial evolutionary worlds. In this clear and comprehensive introduction to the field, Kenneth De Jong presents an integrated view of the state of the art in evolutionary computation. Although other books have described such particular areas of the field as genetic algorithms, genetic programming, evolution strategies, and evolutionary programming, Evolutionary Computation is noteworthy for considering these systems as specific instances of a more general class of evolutionary algorithms. This useful overview of a fragmented field is suitable for classroom use or as a reference for computer scientists and engineers.

Product Details

ISBN-13:	9780262529600
Publisher:	MIT Press
Publication date:	03/25/2016
Edition description:	New Edition
Pages:	268
Product dimensions:	7.50(w) x 9.20(h) x 0.60(d)
Age Range:	18 Years

About the Author

Kenneth A. De Jong is Professor of Computer Science at George Mason University and the founding editor of the journal Evolutionary Computation (MIT Press).