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Bibliographic Details

Title: Evolutionary Computation : A Unified Approach
Publisher: MIT Press
Publication Date: 2016
Language: English
ISBN 10: 0262529602
ISBN 13: 9780262529600
Binding: Taschenbuch
Condition: Neu
Dimensions: 229 millimeters width by 178 millimeters height by 15 millimeters depth
Weight: 460 grams

About this title

Synopsis

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.

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).

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