An Introduction to Genetic Algorithms

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Computers - Computer Science
An Introduction to Genetic Algorithms

An Introduction to Genetic Algorithms

Name: An Introduction to Genetic Algorithms
ISBN: 9780585030944

Melanie Mitchell

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Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems & as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field & also enables readers to implement & experiment with genetic algorithms on their own. It focuses in depth on a small set of important & interesting topics—particularly in machine learning, scientific modeling, & artificial life—& reviews a broad span of research, including the work of Mitchell & her colleagues.

The descriptions of applications & modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, & population genetics.

Melanie Mitchell is Professor of Computer Science at Portland State University & External Professor at the Santa Fe Institute.

श्रेणियाँ:

Computers - Computer Science

साल:

1998

संस्करण:

Third Printing

प्रकाशन:

The MIT Press

भाषा:

english

पृष्ठ: