Genetic algorithms in search, optimization, and machine learning

Goldberg, David E

Genetic algorithms in search, optimization, and machine learning David E Goldberg - Noida : Pearson Education India, 1998. - xiii, 412 pages : illustrations ; 25 cm

1. A Gentle Introduction To Genetic Algorithms ---
2. Genetic Algorithms Revisited: Mathematical Foundations ---

3. Computer Implementation Of A Genetic Algorithm ---
4. Some Applications Of Genetic Algorithms ---
5. Advanced Operators And Techniques In Genetic Search ---
6. Introduction To Genetics-Based Machine Learning ---
7. Applications Of Genetics-Based Machine Learning ---
8. A Look Back, A Glance Ahead.

This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs.

9788177588293 817758829X 9788177588293

Genetic algorithms.
Machine learning.
Combinatorial optimization.

006.31 / GOL

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