ENGLISH

An Introduction to Genetic Algorithms

By Melanie Mitchell

Book information

Publisher
The MIT Press
Year
1996
ISBN
9780262133166, 0262133164
LCC
QH441.2 .M55 1996
Open Library ID
OL791948M
Language
english
Format
RAR
Filesize
2 MB (1883660 bytes)
Series
Complex Adaptive Systems
Edition
First printing.
Pages
224\0
Library
mexmat
Time added
2009-07-20 03:45:11

Description

Mitchell's book provvides an in-depth intodution to genetic algorithms in areas such as machine learning , scientific modeling, and "artificial life". _An Introduction to Genetic Algorithms_ is a terse and accesible text allowing readers to implement and experiment with genetic algorithms (GA's) - specifically GA's in machine learning, scientific modeling, and "artificial life". Included are thought experiments and exercises to enforce ideas presented in each chapter of the text. Chapter one introduces GA terms and history while describing two applications in detail. Chapter two and three explore the use of GA's in problem solving and scientific modeling. The fourth chapter gives a thorough overview of the theoretical foundations of GA's, while the fifth tackles implementation of GA's. The last chapter surveys some currently unanswered questions and considers the future of GA's. Inlcuded in two appendices are substantial references to other resources on genetic algorithms"

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