Details

Title: Evolutionary computation: a unified approach
Creators: De Jong Kenneth A.
Organization: IEEE Xplore (Online Service); MIT Press
Imprint: Cambridge, Massachusetts London, England: MIT Press: A Bradford book, 2006
Collection: Электронные книги зарубежных издательств; MIT Press eBooks Library; Общая коллекция
Subjects: Информатика; Вычислительные машины электронные персональные — Программирование; Алгоритмы; эволюционные вычисления
UDC: 004.42
Language: English
Rights: Доступ по паролю из сети Интернет (чтение, печать)

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Annotation

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.

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