Genetic Algorithms in Search, Optimization, and Machine Learning

• Main Author: Goldberg, David E. 1953- David Edward (Author)
• Format: Book
• Language: English
• Published: Reading, MA Addison-Wesley Pub. Co. 1989
• Subjects: Machine learning; Genetic algorithms
• Online Access: Click Here to View Status and Holdings.
• Item Description: Includes index
• Physical Description: xiii, 412 pages illustrations 25 cm
• Bibliography: includes bibliographical references and index
• ISBN: 0201157675

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. A review of combinatorics and elementary probability. Pascal with random number generation for fortran, basic, and cobol programmers. A simple genetic algorithm (SGA) in pascal. A simple classifier system(SCS) in pascal. Partition coefficient transforms for problem-coding analysis.