Evolutionary Algorithms

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106,99 

The Role of Mutation and Recombination, Natural Computing Series

ISBN: 3540669507
ISBN 13: 9783540669500
Autor: Spears, William M
Verlag: Springer Verlag GmbH
Umfang: xiv, 222 S.
Erscheinungsdatum: 15.06.2000
Format: 1.7 x 24 x 16
Gewicht: 432 g
Produktform: Gebunden/Hardback
Einband: GEB

A thorough analysis of recombination and mutation in evolutionary algorithmsNew theoretical and modeling tools for studying evolutionary algorithmsA new empirical tool for comparing search and optimization algorithms and a new theoretical tool for studying complex systems in generalIncludes supplementary material: sn.pub/extras

Artikelnummer: 395348 Kategorie:

Beschreibung

InhaltsangabeI. Setting the Stage.- 1. Introduction.- 2. Background.- II. Static Theoretical Analyses.- 3. A Survival Schema Theory for Recombination.- 4. A Construction Schema Theory for Recombination.- 5. Survival and Construction Schema Theory for Recombination.- 6. A Survival Schema Theory for Mutation.- 7. A Construction Schema Theory for Mutation.- 8. Schema Theory: Mutation versus Recombination.- 9. Other Static Characterizations of Mutation and Recombination.- III. Dynamic Theoretical Analyses.- 10. Dynamic Analyses of Mutation and Recombination.- 11. A Dynamic Model of Selection and Mutation.- 12. A Dynamic Model of Selection, Recombination, and Mutation.- 13. An Aggregation Algorithm for Markov Chains.- IV. Empirical Analyses.- 14. Empirical Validation.- V. Summary.- 15. Summary and Discussion.- Appendix: Formal Computations for Aggregation.- References.

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