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GENETIC ALGORITHMS

GENETIC ALGORITHMS

Author(s):
  • David E. Goldberg
    • Author: David E. Goldberg
    • ISBN:9788177588293
    • 10 Digit ISBN:817758829X
    • Price:Rs. 1000.00
    • Pages:432
    • Imprint:Pearson Education
    • Binding:Paperback
    • Status:Available


    Ratings:

    This book describes the theory, operation, and application of genetic algorithms-search algorithms based on the mechanics of natural ion and genetics.

    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

    Salient Features