| Description |
1 online resource (1 volume) : illustrations. |
| Series |
The Morgan Kaufmann Series in Artificial Intelligence |
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Morgan Kaufmann Series in Artificial Intelligence.
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| Summary |
Papers presented at the 2000 Foundations of Genetic Algorithms (FOGA-6) sixth biennial workshop held in Charlottesville, VA. |
| Bibliography |
Includes bibliographical references and indexes. |
| Contents |
Front Cover; Foundations of Genetic Algorithms6; Copyright Page; Contents; Chapter 1. Introduction; Chapter 2. Overcoming Fitness Barriers in Multi-Modal Search Spaces; Chapter 3. Niches in NK-Landscapes; Chapter 4. New Methods for Tunable, Random Landscapes; Chapter 5. Analysis of Recombinative Algorithms on a Non-Separable Building-Block Problem; Chapter 6. Direct Statistical Estimation of GA Landscape Properties; Chapter 7. Comparing Population Mean Curves; Chapter 8. Local Performance of the ((/(I, () -ES in a Noisy Environment. |
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Chapter 9. Recursive Conditional Scheme Theorem, Convergence and Population Sizing in Genetic AlgorithmsChapter 10. Towards a Theory of Strong Overgeneral Classifiers; Chapter 11. Evolutionary Optimization through PAC Learning; Chapter 12. Continuous Dynamical System Models of Steady-State Genetic Algorithms; Chapter 13. Mutation-Selection Algorithm: A Large Deviation Approach; Chapter 14. The Equilibrium and Transient Behavior of Mutation and Recombination; Chapter 15. The Mixing Rate of Different Crossover Operators; Chapter 16. Dynamic Parameter Control in Simple Evolutionary Algorithms. |
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Chapter 17. Local Search and High Precision Gray Codes: Convergence Results and NeighborhoodsChapter 18. Burden and Benefits of Redundancy; Author Index; Key Word Index. |
| Subject |
Genetic algorithms -- Congresses.
|
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Algorithmes génétiques -- Congrès. |
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Genetic algorithms |
| Genre |
Conference papers and proceedings
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| Added Author |
Martin, W. N. (Worthy N.), editor.
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Spears, William M., 1962- editor.
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| Added Title |
Foundations of genetic algorithms six |
| Other Form: |
Print version: Martin, Worth. Foundations of Genetic Algorithms 2001 (FOGA 6). Burlington : Elsevier Science, ©2014 9781558607347 |
| ISBN |
9780080506876 |
|
0080506879 |
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155860734X |
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9781558607347 |
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