Details
Title | Evolutionary computation: a unified approach |
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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; Общая коллекция |
Subjects | Информатика; Вычислительные машины электронные персональные — Программирование; Алгоритмы; эволюционные вычисления; MIT Press eBooks Library |
UDC | 004.42 |
Document type | Other |
File type | Other |
Language | English |
Rights | Доступ по паролю из сети Интернет (чтение, печать) |
Record key | 6267245 |
Record create date | 12/29/2015 |
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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