Coverart for item
The Resource Cellular genetic algorithms, Enrique Alba and Bernabé Dorronsoro

Cellular genetic algorithms, Enrique Alba and Bernabé Dorronsoro

Label
Cellular genetic algorithms
Title
Cellular genetic algorithms
Statement of responsibility
Enrique Alba and Bernabé Dorronsoro
Creator
Contributor
Subject
Language
eng
Summary
Annotation Cellular Genetic Algorithms defines a new class of optimization algorithms based on the concepts of structured populations and Genetic Algorithms (GAs). The authors explain and demonstrate the validity of these cellular genetic algorithms throughout the book with equal and parallel emphasis on both theory and practice. This book is a key source for studying and designing cellular GAs, as well as a self-contained primary reference book for these algorithms
Member of
Is part of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Alba, Enrique
Dewey number
519.62
Illustrations
illustrations
Index
index present
Language note
English
LC call number
T57.8
LC item number
.A43 2008
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Dorronsoro, Bernabé
Series statement
Operations research/computer science interfaces series
Series volume
ORCS 42
http://library.link/vocab/subjectName
  • Nonlinear programming
  • Genetic algorithms
  • MATHEMATICS
  • Nonlinear programming
  • Genetic algorithms
  • Science économique
  • Affaires
  • Economie de l'entreprise
  • Genetic algorithms
  • Nonlinear programming
Label
Cellular genetic algorithms, Enrique Alba and Bernabé Dorronsoro
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 225-242) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
I Introduction -- to Cellular Genetic Algorithms -- The State of the Art in Cellular Evolutionary Algorithms -- II Characterizing Cellular Genetic Algorithms -- On the Effects of Structuring the Population -- Some Theory: A Selection Pressure Study on cGAs -- III Algorithmic Models and Extensions -- Algorithmic and Experimental Design -- Design of Self-adaptive cGAs -- Design of Cellular Memetic Algorithms -- Design of Parallel Cellular Genetic Algorithms -- Designing Cellular Genetic Algorithms for Multi-objective Optimization -- Other Cellular Models -- Software for cGAs: The JCell Framework -- IV Applications of cGAs -- Continuous Optimization -- Logistics: The Vehicle Routing Problem -- Telecommunications: Optimization of the Broadcasting Process in MANETs -- Bioinformatics: The DNA Fragment Assembly Problem
Control code
370728730
Dimensions
unknown
Extent
1 online resource (xiii, 245 pages)
Form of item
online
Isbn
9780387776095
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-77610-1
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-77609-5
Specific material designation
remote
System control number
(OCoLC)370728730
Label
Cellular genetic algorithms, Enrique Alba and Bernabé Dorronsoro
Publication
Bibliography note
Includes bibliographical references (pages 225-242) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
I Introduction -- to Cellular Genetic Algorithms -- The State of the Art in Cellular Evolutionary Algorithms -- II Characterizing Cellular Genetic Algorithms -- On the Effects of Structuring the Population -- Some Theory: A Selection Pressure Study on cGAs -- III Algorithmic Models and Extensions -- Algorithmic and Experimental Design -- Design of Self-adaptive cGAs -- Design of Cellular Memetic Algorithms -- Design of Parallel Cellular Genetic Algorithms -- Designing Cellular Genetic Algorithms for Multi-objective Optimization -- Other Cellular Models -- Software for cGAs: The JCell Framework -- IV Applications of cGAs -- Continuous Optimization -- Logistics: The Vehicle Routing Problem -- Telecommunications: Optimization of the Broadcasting Process in MANETs -- Bioinformatics: The DNA Fragment Assembly Problem
Control code
370728730
Dimensions
unknown
Extent
1 online resource (xiii, 245 pages)
Form of item
online
Isbn
9780387776095
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-77610-1
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-77609-5
Specific material designation
remote
System control number
(OCoLC)370728730

Library Locations

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      38.944491 -92.326012
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