Evolutionary Computation

A Unified Approach

Kenneth A. De Jong

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English

Bradford Books
25 March 2016

Computer science

Series: Evolutionary Computation

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.

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.

By: Kenneth A. De Jong
Imprint: Bradford Books
Country of Publication: United States
Dimensions: Height: 229mm, Width: 178mm, Spine: 19mm
Weight: 467g
ISBN: 9780262529600
ISBN 10: 0262529602
Series: Evolutionary Computation
Pages: 268
Publication Date: 25 March 2016
Recommended Age: From 18 years
Audience: College/higher education , Primary
Format: Paperback
Publisher's Status: Active

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