Genetic algorithms in search, optimization, and machine learning / by David E. Goldberg.
By: Goldberg, David E. (David Edward).
Material type: BookPublisher: Reading, Mass. : Addison-Wesley Pub. Co, 1989Description: xiii, 412 p. : ill. ; 25 cm.ISBN: 0201157675.Subject(s): Genetic algorithms | Machine learningDDC classification: 006.31Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds |
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General Lending | MTU Bishopstown Library Store Item | 006.31 (Browse shelf(Opens below)) | 1 | Available | 00017554 | ||
General Lending | MTU Bishopstown Library Lending | 006.31 (Browse shelf(Opens below)) | 1 | Available | 00086044 |
Enhanced descriptions from Syndetics:
This book describes the theory, operation, and application of genetic algorithms-search algorithms based on the mechanics of natural selection and genetics.
Bibliography: (pages 381-401) and index.
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 genetic-based machine learning -- Applications of genetics-based machine learning -- A look back, a glance ahead.
Table of contents provided by Syndetics
- 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
- Appendixes