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
"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. The focus of this book is twofold. On the one hand, the authors present new algorithmic models and extensions to the basic class of Cellular GAs in order to tackle complex problems more efficiently. On the other hand, practical real world tasks are successfully faced by applying Cellular GA methodologies to produce workable solutions of real-world applications."--Jacket
Member of
Cataloging source
YDXCP
http://library.link/vocab/creatorName
Alba, Enrique
Illustrations
illustrations
Index
index present
LC call number
T57.8
LC item number
A43 2008
Literary form
non fiction
Nature of contents
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
  • Genetic algorithms
  • Combinatorial optimization
  • Heuristic programming
  • Nonlinear programming
Label
Cellular genetic algorithms, Enrique Alba and Bernabé Dorronsoro
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages [223]-242)
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
pt. I. Introduction -- 1. Introduction to Cellular Genetic Algorithms -- 2. The State of the Art in Cellular Evolutionary Algorithms -- pt. II. Characterizing Cellular Genetic Algorithms -- 3. On the Effects of Structuring the Population -- 4. Some Theory: A Selection Pressure Study on cGAs -- pt. III. Algorithmic Models and Extensions -- 5. Algorithmic and Experimental Design -- 6. Design of Self-adaptive cGAs -- 7. Design of Cellular Memetic Algorithms -- 8. Design of Parallel Cellular Genetic Algorithms -- 9. Designing Cellular Genetic Algorithms for Multi-objective Optimization -- 10. Other Cellular Models -- 11. Software for cGAs: The JCell Framework -- pt. IV. Applications of cGAs -- 12. Continuous Optimization -- 13. Logistics: The Vehicle Routing Problem -- 14. Telecommunications: Optimization of the Broadcasting Process in MANETs -- 15. Bioinformatics: The DNA Fragment Assembly Problem -- pt. V. Appendix -- App. A. Definition of the Benchmark Problems
Control code
212327911
Dimensions
24 cm
Extent
xiii, 245 pages
Isbn
9780387776095
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)212327911
Label
Cellular genetic algorithms, Enrique Alba and Bernabé Dorronsoro
Publication
Bibliography note
Includes bibliographical references (pages [223]-242)
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
pt. I. Introduction -- 1. Introduction to Cellular Genetic Algorithms -- 2. The State of the Art in Cellular Evolutionary Algorithms -- pt. II. Characterizing Cellular Genetic Algorithms -- 3. On the Effects of Structuring the Population -- 4. Some Theory: A Selection Pressure Study on cGAs -- pt. III. Algorithmic Models and Extensions -- 5. Algorithmic and Experimental Design -- 6. Design of Self-adaptive cGAs -- 7. Design of Cellular Memetic Algorithms -- 8. Design of Parallel Cellular Genetic Algorithms -- 9. Designing Cellular Genetic Algorithms for Multi-objective Optimization -- 10. Other Cellular Models -- 11. Software for cGAs: The JCell Framework -- pt. IV. Applications of cGAs -- 12. Continuous Optimization -- 13. Logistics: The Vehicle Routing Problem -- 14. Telecommunications: Optimization of the Broadcasting Process in MANETs -- 15. Bioinformatics: The DNA Fragment Assembly Problem -- pt. V. Appendix -- App. A. Definition of the Benchmark Problems
Control code
212327911
Dimensions
24 cm
Extent
xiii, 245 pages
Isbn
9780387776095
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)212327911

Library Locations

    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
Processing Feedback ...