Genetic algorithms in search, optimization, and machine learning /
Material type: TextPublication details: Reading, Mass. : Addison-Wesley Pub. Co., c1989Edition: Indian printDescription: xiii, 412 p. : illISBN: 9780201157673; 9788178081304Subject(s): Genetic algorithms | Machine learning | Combinatorial optimizationDDC classification: 005.1Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
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Lending Books | Main Library Stacks | Reference | 005.1 GOL (Browse shelf(Opens below)) | Available | 009613 | ||
Reference Books | Main Library Reference | Reference | 005.1 GOL (Browse shelf(Opens below)) | Available | 008282 |
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Includes index.
Original ISBN 0201157675.
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.
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