Evolutionary Computation by Kenneth A De Jong

Evolutionary Computation by Kenneth A De Jong

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Evolutionary Computation by Kenneth A De Jong

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.

Kenneth A. De Jong is Professor of Computer Science at George Mason University and the founding editor of the journal Evolutionary Computation (MIT Press).
SKU Unavailable
ISBN 13 9780262529600
ISBN 10 0262529602
Title Evolutionary Computation
Author Kenneth A De Jong
Series Evolutionary Computation
Condition Unavailable
Binding Type Paperback
Publisher MIT Press Ltd
Year published 2016-03-25
Number of pages 268
Prizes Winner of Choice Outstanding Academic Title, 2006 2006
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note Unavailable