Genetic algorithms in search, optimization, and machine learning David E Goldberg
Material type:
TextLanguage: English Publication details: Noida : Pearson Education India, 1998.Description: xiii, 412 pages : illustrations ; 25 cmISBN: - 9788177588293
- 817758829X
- 9788177588293
- 006.31 GOL
| Item type | Current library | Collection | Call number | Status | Date due | Barcode |
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General Books
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CUTN Central Library Generalia | Non-fiction | 006.31 GOL (Browse shelf(Opens below)) | Available | 36642 | |
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General Books
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CUTN Central Library Generalia | Non-fiction | 006.31 GOL (Browse shelf(Opens below)) | Available | 36643 |
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| 006.31 ALP Introduction to machine learning / | 006.31 FLA Machine learning : | 006.31 GER Hands-on machine learning with Scikit-Learn and TensorFlow : | 006.31 GOL Genetic algorithms in search, optimization, and machine learning | 006.31 GOL Genetic algorithms in search, optimization, and machine learning | 006.31 GOO Deep learning / | 006.31 GOO Deep learning / |
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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