| 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
|
| 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 |
| 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 |
| Notes |
Online resource; title from cover (Safari, viewed January 26, 2015) |
| Subject |
Genetic algorithms -- Congresses
|
|
Genetic algorithms
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| Genre/Form |
Conference papers and proceedings
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| Form |
Electronic book
|
| Author |
Martin, W. N. (Worthy N.), editor.
|
|
Spears, William M., 1962- editor.
|
| ISBN |
9780080506876 |
|
0080506879 |
|
155860734X |
|
9781558607347 |
|
