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Description - An Introduction to Genetic Algorithms by Melanie Mitchell

Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This introduction describes research in the field and also enables readers to implement and experiment with genetic algorithms on their own. The book focuses in depth on a small set of important topics - particularly in machine learning, scientific modelling and artificial life - and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modelling projects stretch beyond the strict boundaries of computer science to include dynamic systems theory, game theory, molecular biology, ecology, evolutionary biology and population genetics.

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Book Details

ISBN: 9780262631853
ISBN-10: 0262631857
Format: Paperback
(251mm x 173mm x 13mm)
Pages: 221
Imprint: Bradford Books
Publisher: MIT Press Ltd
Publish Date: 2-Mar-1998
Country of Publication: United States

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