Genetic Algorithms in Search, Optimization, and Machine Learning / David E. Goldberg
By: Goldberg, David E
.
Publisher: New Delhi Pearson Education, Inc. 2018Description: xiii, 412p. : ill. ; 24cm.ISBN: 9788177588293.Subject(s): Machine learning; Genetic algorithms; Algorithms; Combinatorial optimizationDDC classification: 006.31 GOL Online resources: Click here to access online
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School of Computer Science Section General Stacks | 006.31 GOL (Browse shelf) | In transit from VIT-AP to School of Computer Science Section since 2024-01-30 | CSE | 013552 | |||
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VIT-AP General Stacks | 006.31 GOL (Browse shelf) | Available | CSE | 013553 | |||
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Text Book
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School of Computer Science Section General Stacks | 006.31 GOL (Browse shelf) | In transit from VIT-AP to School of Computer Science Section since 2024-02-20 | CSE | 013554 | |||
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VIT-AP General Stacks | 006.31 GOL (Browse shelf) | Available | CSE | 013555 | |||
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VIT-AP General Stacks | 006.31 GOL (Browse shelf) | Available | CSE | 013556 | |||
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VIT-AP General Stacks | 006.31 GOL (Browse shelf) | Available | CSE | 013557 | |||
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Text Book
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Reference Book
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VIT-AP General Stacks | 006.31 GOL (Browse shelf) | Not for loan | ECE | 06812 | |||
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VIT-AP General Stacks | 006.31 GOL (Browse shelf) | Available | ENG | 06841 |
It includes appendix, bibliography and index pages
Table of Content
Foreword
Preface
A Gentle Introduction to Genetic Algorithms
Genetic Algorithms Revisited: Mathematical Foundations
Computer Implementation of a Genetic Algorithm
Some Applications of Genetic Algorithms
Advanced Operators and Techniques in Genetic Search
Introduction to Genetics-Based Machine Learning
Applications of Genetics-Based Machine Learning
A Look Back, A Glance Ahead
Appendices:
A Review of Combinatorics and Elementary Probability
Pascal with Random Number Generation for Fortran, Basic, and Cobol Programmers
A Simple Genetic Algorithm
A Simple Classifier System (SCS) in PASCAL
Partition Coefficient Transforms for Problems-Coding Analysis
Bibliography
Index
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