An Introduction to Genetic Algorithms

By:

Melanie Mitchell

Format:

Paperback / softback

Series:

Complex adaptive systems

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Description

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.

Author Biography:

Melanie Mitchell, Assistant Professor in the Department of Electrical Engineering and Computer Science at the University of Michigan, is a Fellow of the Michigan Society of Fellows. She is also Director of the Adaptive Computation Program at the Santa Fe Institute.

Release date NZ

March 2nd, 1998

Author

Melanie Mitchell

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational
Undergraduate

Interest Age

From 18 years

Pages

221

Series

Complex adaptive systems

Dimensions

173x251x13

ISBN-13

9780262631853

Product ID

2424938

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