The Resource Genetic algorithms and engineering design, Mitsuo Gen, Runwei Cheng

Genetic algorithms and engineering design, Mitsuo Gen, Runwei Cheng

Label
Genetic algorithms and engineering design
Title
Genetic algorithms and engineering design
Statement of responsibility
Mitsuo Gen, Runwei Cheng
Creator
Contributor
Subject
Language
eng
Summary
"The last few years have seen important advances in the use of genetic algorithms to address challenging optimization problems in industrial engineering. Genetic Algorithms and Engineering Design is the only book to cover the most recent technologies and their application to manufacturing, presenting a comprehensive and fully up-to-date treatment of genetic algorithms in industrial engineering and operations research." "Beginning with a tutorial on genetic algorithm fundamentals and their use in solving constrained and combinatorial optimization problems, the book applies these techniques to problems in specific areas - sequencing, scheduling and vehicle routing, facility layout, location-allocation, and more. Each topic features a clearly written problem description, mathematical model, and summary of conventional heuristic algorithms. All algorithms are explained in intuitive, rather than highly-technical, language and are reinforced with illustrative figures and numerical examples." "Ideal for both self-study and classroom use, this self-contained reference provides indispensable state-of-the-art guidance to profeccionals and students working in industrial engineering, management science, operations research, computer science, and artificial intelgence."--Jacket
Member of
Action
committed to retain for EAST
Cataloging source
DLC
http://library.link/vocab/creatorDate
1944-
http://library.link/vocab/creatorName
Gen, Mitsuo
Illustrations
illustrations
Index
index present
LC call number
T56.24
LC item number
.G46 1997
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
Cheng, Runwei
http://library.link/vocab/subjectName
  • Industrial engineering
  • Genetic algorithms
  • Mathematical optimization
  • Ingeniería industrial
  • Optimización matemática
  • intelligence artificielle
  • recherche opérationnelle
  • ingénierie
  • optimisation mathématique
  • modèle mathématique
  • FAO
  • CAO
  • algorithme génétique
  • Génie industriel
  • Algorithmes génétiques
  • Optimisation mathématique
  • Genetic algorithms
  • Industrial engineering
  • Mathematical optimization
  • Productiemanagement
  • Algoritmen
  • Optimaliseren
  • Algorithmes génétiques
  • Optimisation mathématique
  • Ingénierie
  • Industrial Engineering
  • Konstruieren
  • Genetischer Algorithmus
  • Optimierung
Label
Genetic algorithms and engineering design, Mitsuo Gen, Runwei Cheng
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 380-405) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • 5.
  • Flow-Shop Sequencing Problems
  • 6.
  • Job-Shop Scheduling Problems
  • 7.
  • Machine Scheduling Problems
  • 8.
  • Transportation Problems
  • 9.
  • Facility Layout Design Problems
  • 1.
  • 10.
  • Selected Topics in Engineering Design
  • Foundations of Genetic Algorithms
  • 2.
  • Constrained Optimization Problems
  • 3.
  • Combinatorial Optimization Problems
  • 4.
  • Reliability Optimization Problems
Dimensions
25 cm.
Extent
xix, 411 pages
Isbn
9780471127413
Lccn
96008437
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
  • (OCoLC)34618184
  • (OCoLC)ocm34618184
Label
Genetic algorithms and engineering design, Mitsuo Gen, Runwei Cheng
Publication
Bibliography note
Includes bibliographical references (p. 380-405) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • 5.
  • Flow-Shop Sequencing Problems
  • 6.
  • Job-Shop Scheduling Problems
  • 7.
  • Machine Scheduling Problems
  • 8.
  • Transportation Problems
  • 9.
  • Facility Layout Design Problems
  • 1.
  • 10.
  • Selected Topics in Engineering Design
  • Foundations of Genetic Algorithms
  • 2.
  • Constrained Optimization Problems
  • 3.
  • Combinatorial Optimization Problems
  • 4.
  • Reliability Optimization Problems
Dimensions
25 cm.
Extent
xix, 411 pages
Isbn
9780471127413
Lccn
96008437
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
  • (OCoLC)34618184
  • (OCoLC)ocm34618184

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