The Resource Genetic algorithms in search, optimization, and machine learning, David E. Goldberg

Genetic algorithms in search, optimization, and machine learning, David E. Goldberg

Label
Genetic algorithms in search, optimization, and machine learning
Title
Genetic algorithms in search, optimization, and machine learning
Statement of responsibility
David E. Goldberg
Creator
Subject
Language
eng
Summary
This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs
Cataloging source
DLC
http://library.link/vocab/creatorDate
1953-
http://library.link/vocab/creatorName
Goldberg, David E.
Illustrations
illustrations
Index
index present
LC call number
QA402.5
LC item number
.G635 1989
Literary form
non fiction
NAL call number
QA402.5.G635
Nature of contents
bibliography
NLM call number
QA 402.5 G618g 1989
http://library.link/vocab/subjectName
  • Genetic algorithms
  • Machine learning
  • Combinatorial optimization
  • Algorithms
  • génération nombre aléatoire
  • recherche génétique
  • apprentissage machine
  • algorithme génétique
  • optimisation combinatoire
  • optimisation
  • apprentissage
  • Optimisation combinatoire
  • Algorithmes
  • Apprentissage automatique
  • Génétique
  • Algorithmes
  • Optimisation mathématique
  • Systèmes adaptatifs
  • Algorithms
  • Genetik algoritmalar
  • Makina öğretimi
  • Algorithms
  • Combinatorial optimization
  • Genetic algorithms
  • Machine learning
  • Combinatieleer
  • Algoritmen
  • Machine-learning
  • Maschinelles Lernen
  • Genetischer Algorithmus
  • Kombinatorische Optimierung
Label
Genetic algorithms in search, optimization, and machine learning, David E. Goldberg
Instantiates
Publication
Note
Includes index
Bibliography note
Bibliography: p. [381]-401
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. A GENTLE INTRODUCTION TO GENETIC ALGORITHMS --- 2. GENETIC ALGORITHMS REVISITED: MATHEMATICAL FOUNDATIONS --- 3. COMPUTER IMPLEMENTATION OF A GENETIC ALGORITHM --- 4. SOME APPLICATIONS OF GENETIC ALGORITHMS --- 5. ADVANCED OPERATORS AND TECHNIQUES IN GENETIC SEARCH --- 6. INTRODUCTION TO GENETICS-BASED MACHINE LEARNING --- 7. APPLICATIONS OF GENETICS-BASED MACHINE LEARNING --- 8. A LOOK BACK, A GLANCE AHEAD
Dimensions
25 cm
Extent
xiii, 412 pages
Isbn
9780201157673
Lccn
88006276
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)17674450
  • (OCoLC)ocm17674450
Label
Genetic algorithms in search, optimization, and machine learning, David E. Goldberg
Publication
Note
Includes index
Bibliography note
Bibliography: p. [381]-401
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. A GENTLE INTRODUCTION TO GENETIC ALGORITHMS --- 2. GENETIC ALGORITHMS REVISITED: MATHEMATICAL FOUNDATIONS --- 3. COMPUTER IMPLEMENTATION OF A GENETIC ALGORITHM --- 4. SOME APPLICATIONS OF GENETIC ALGORITHMS --- 5. ADVANCED OPERATORS AND TECHNIQUES IN GENETIC SEARCH --- 6. INTRODUCTION TO GENETICS-BASED MACHINE LEARNING --- 7. APPLICATIONS OF GENETICS-BASED MACHINE LEARNING --- 8. A LOOK BACK, A GLANCE AHEAD
Dimensions
25 cm
Extent
xiii, 412 pages
Isbn
9780201157673
Lccn
88006276
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)17674450
  • (OCoLC)ocm17674450

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