Genetic Algorithms in Search, Optimization, and Machine Learning / David E. Goldberg
Publication details: Pearson Education, Inc. New Delhi 2018Description: xiii, 412p. : ill. ; 24cmISBN:- 9788177588293
- 23rd 006.31 GOL
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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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