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Evolutionary Computation for Modeling and Optimization  Cover Image Book Book

Evolutionary Computation for Modeling and Optimization / Author: Daniel Ashlock.

Summary:

Evolutionary computation for modeling and optimization is an antroduction to evolutionary computation,a field which includes genetic algorithms,evolutionary programming,evolution strategies and genetic programming.

Record details

  • ISBN: 0387221964
  • ISBN: 9780387221960
  • Physical Description: 571 pg. With 163 Figures.
  • Publisher: USA. Springer. 2006.

Content descriptions

General Note:
To my wife,Wendy.
Bibliography, etc. Note:
Bibliographycal References 555-558pg.Index 559-571pg.
Formatted Contents Note:
1.An Overview of Evolutionary Computation -- 2.Designing Simple Evolurionary Algorithms -- 3.Optimizing Reail-Valued Functions -- 4.Sunburn:Coevolving Strings -- 5.Small Neural Nets:Symbots -- 6.Evolving Finite State Automata -- 7.Ordered Structures -- 8.Plus-One-Recall-Store -- 9.Fitting to Data -- 10.Tartarus:Discrete Robotics -- 11.Evolving Logic Functions -- 12.ISAc List :Alternative Genetic Programming -- 13.Graph-Based Evolutionary Algorithms -- 14.Cellular Encoding -- 15.Application to Bioformatics -- Glossary -- A Example Experiment Report -- B Probability Theory -- C A Review of Calculus and Vectors -- D Combinatorial Graphs.
Subject: Computer Science
Evolutionary Computation
Modeling and Optimization

Available copies

  • 1 of 1 copy available at United Catalog.

Holds

  • 0 current holds with 1 total copy.
Show Only Available Copies
Location Call Number / Copy Notes Barcode Shelving Location Status Due Date
The Library of the Faculty of Exact and Natural Sciences (Reading Hall 1) 004 900000941935 Stacks Available -

Electronic resources


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020 . ‡a0387221964
020 . ‡a9780387221960
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1102 . ‡aDepartment of Mathematics and Statistics,University of Guelph.
24510. ‡aEvolutionary Computation for Modeling and Optimization / ‡cAuthor: Daniel Ashlock.
260 . ‡aUSA. ‡bSpringer. ‡c2006.
300 . ‡a571 pg. ‡eWith 163 Figures.
500 . ‡aTo my wife,Wendy.
504 . ‡aBibliographycal References 555-558pg.Index 559-571pg.
505 . ‡a1.An Overview of Evolutionary Computation -- 2.Designing Simple Evolurionary Algorithms -- 3.Optimizing Reail-Valued Functions -- 4.Sunburn:Coevolving Strings -- 5.Small Neural Nets:Symbots -- 6.Evolving Finite State Automata -- 7.Ordered Structures -- 8.Plus-One-Recall-Store -- 9.Fitting to Data -- 10.Tartarus:Discrete Robotics -- 11.Evolving Logic Functions -- 12.ISAc List :Alternative Genetic Programming -- 13.Graph-Based Evolutionary Algorithms -- 14.Cellular Encoding -- 15.Application to Bioformatics -- Glossary -- A Example Experiment Report -- B Probability Theory -- C A Review of Calculus and Vectors -- D Combinatorial Graphs.
5203 . ‡aEvolutionary computation for modeling and optimization is an antroduction to evolutionary computation,a field which includes genetic algorithms,evolutionary programming,evolution strategies and genetic programming.
65014. ‡aComputer Science
65024. ‡aEvolutionary Computation
65024. ‡aModeling and Optimization
7001 . ‡aDaniel Ashlock; ‡eAuthor.
85640. ‡uspringeronline.com
901 . ‡a39200 ‡b ‡c39200 ‡tbiblio ‡sSystem Local

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