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Genetic algorithms in search, optimization, and machine learning David E Goldberg

By: Goldberg, David EMaterial type: TextTextLanguage: English Publication details: Noida : Pearson Education India, 1998. Description: xiii, 412 pages : illustrations ; 25 cmISBN: 9788177588293; 817758829X; 9788177588293Subject(s): Genetic algorithms | Machine learning | Combinatorial optimization | AlgorithmsDDC classification: 006.31
Contents:
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.
Summary: 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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Item type Current library Collection Call number Status Date due Barcode
General Books General Books CUTN Central Library

This is a searchable open catalogue of all library of the Central University of Tamil Nadu.

Generalia
Non-fiction 006.31 GOL (Browse shelf(Opens below)) Available 36642
General Books General Books CUTN Central Library

This is a searchable open catalogue of all library of the Central University of Tamil Nadu.

Generalia
Non-fiction 006.31 GOL (Browse shelf(Opens below)) Available 36643

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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