The Resource Multiobjective evolutionary algorithms and applications, K.C. Tan, E.F. Khor and T.H. Lee, (electronic resource)

Multiobjective evolutionary algorithms and applications, K.C. Tan, E.F. Khor and T.H. Lee, (electronic resource)

Label
Multiobjective evolutionary algorithms and applications
Title
Multiobjective evolutionary algorithms and applications
Statement of responsibility
K.C. Tan, E.F. Khor and T.H. Lee
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
Multiobjective Evolutionary Algorithms and Applications provides comprehensive treatment on the design of multiobjective evolutionary algorithms and their applications in domains covering areas such as control and scheduling. Emphasizing both the theoretical developments and the practical implementation of multiobjective evolutionary algorithms, a profound mathematical knowledge is not required. Written for a wide readership, engineers, researchers, senior undergraduates and graduate students interested in the field of evolutionary algorithms and multiobjective optimization with some basic knowledge of evolutionary computation will find this book a useful addition to their book case
Member of
Is part of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Tan, K. C
Image bit depth
0
LC call number
QA76.9.A43
LC item number
T36 2005eb
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
1958-
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Khor, E. F
  • Lee, Tong Heng
Series statement
Advanced Information and Knowledge Processing
http://library.link/vocab/subjectName
  • Computer algorithms
  • Evolutionary computation
  • Mathematical optimization
  • Algorithmes
  • Réseaux neuronaux à structure évolutive
  • Optimisation mathématique
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • Informatique
  • Computer algorithms
  • Evolutionary computation
  • Mathematical optimization
  • Computer Science
  • Algorithm Analysis and Problem Complexity
  • Computer Appl. in Administrative Data Processing
  • Information Systems Applications (incl. Internet)
Label
Multiobjective evolutionary algorithms and applications, K.C. Tan, E.F. Khor and T.H. Lee, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Review of MOEAs -- Conceptual Framework and Distribution Preservation Mechanisms for MOEAs -- Decision Supports and Advanced Features for MOEAs -- Dynamic Population Size and Local Exploration for MOEAs -- A Distributed Cooperative Coevolutionary Multiobjective Algorithm -- Learning the Search Range in Dynamic Environments -- Performance Assessment and Comparison of MOEAs -- A Multiobjective Evolutionary Algorithm Toolbox -- Evolutionary Computer-Aided Control System Design -- Evolutionary Design Automation of Multivariable QFT Control System -- Evolutionary Design of HDD Servo Control System -- Evolutionary Scheduling — VRPTW -- Evolutionary Scheduling — TTVRP
Dimensions
unknown
Extent
1 online resource (x, 295 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781846281327
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-1-85233-836-7
System control number
  • (OCoLC)262680579
  • (OCoLC)ocn262680579
Label
Multiobjective evolutionary algorithms and applications, K.C. Tan, E.F. Khor and T.H. Lee, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Review of MOEAs -- Conceptual Framework and Distribution Preservation Mechanisms for MOEAs -- Decision Supports and Advanced Features for MOEAs -- Dynamic Population Size and Local Exploration for MOEAs -- A Distributed Cooperative Coevolutionary Multiobjective Algorithm -- Learning the Search Range in Dynamic Environments -- Performance Assessment and Comparison of MOEAs -- A Multiobjective Evolutionary Algorithm Toolbox -- Evolutionary Computer-Aided Control System Design -- Evolutionary Design Automation of Multivariable QFT Control System -- Evolutionary Design of HDD Servo Control System -- Evolutionary Scheduling — VRPTW -- Evolutionary Scheduling — TTVRP
Dimensions
unknown
Extent
1 online resource (x, 295 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781846281327
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-1-85233-836-7
System control number
  • (OCoLC)262680579
  • (OCoLC)ocn262680579

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