Genetic Algorithms in Search, Optimization, and Machine Learning

Genetic Algorithms in Search, Optimization, and Machine Learning

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. Applicat...

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Bibliographic Details
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.
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020 # # |a 0201157675  |q hardcover 
040 # # |a DLC  |b eng  |c DLC  |d UiTM  |e rda 
041 0 # |a eng 
090 0 0 |a QA402.5  |b .G635 1989 
100 1 # |a Goldberg, David E.  |c 1953-  |e author  |q David Edward 
245 1 1 |a Genetic Algorithms in Search, Optimization, and Machine Learning  |c by David E. Goldberg The University of Alabama 
264 # 1 |a Reading, MA  |b Addison-Wesley Pub. Co.  |c 1989 
264 # 4 |c ©1989 
300 # # |a xiii, 412 pages  |b illustrations  |c 25 cm 
336 # # |a text  |2 rdacontent 
337 # # |a unmediated  |2 rdamedia 
338 # # |a volume  |2 rdacarrier 
500 # # |a Includes index 
504 # # |a includes bibliographical references and index 
520 # # |a 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. 
650 # 0 |a Machine learning 
650 # 0 |a Genetic algorithms 
856 4 0 |z Click Here to View Status and Holdings.  |u https://opac.uitm.edu.my/opac/detailsPage/detailsHome.jsp?tid=142213 
964 # # |c BOK  |d 01 

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