Foundations of genetic algorithms 6 /
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| Format: | Book |
| Language: | English |
| Published: |
San Francisco, Calif. :
Morgan Kaufmann,
©2001.
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| Series: | The Morgan Kaufmann series in evolutionary computation,
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| Subjects: | |
| Online Access: | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=210504 |
Table of Contents:
- Machine generated contents note: Introduction
- Worthy N. Martin and William M. Spears
- Overcoming Fitness Barriers in Multi-Modal Search Spaces5
- Martin J. Oates and David Come
- N iches in N K -Landscapes27
- Keith E. Mathia, Larry J. Eshelman, and J. David Schaffer
- New Methods for Tunable, Random Landscapes 47
- R.E. Smith and J.E. Smith
- Analysis of Recombinative Algorithms on a Non-Separable Building-Block Problem69
- Richard A. Watson
- Direct Statistical Estimation of GA Landscape Properties 91
- Colin R. Reeves
- Comparing Population Mean Curves109
- B. Naudts and I. Landrieu
- Local Performance of the ((/(I, () -ES in a Noisy Environment 127
- Dirk V Arnold and Hans-Georg Beyer
- Recursive Conditional Scheme Theorem, Convergence and
- Population Sizing in Genetic Algorithms 143
- Riccardo Poli
- Towards a Theory of Strong Overgeneral Classifiers 165
- Tim Kovacs
- Evolutionary Optimization through PAC Learning 185
- Forbes J. Burkowski
- Continuous Dynamical System Models of Steady-State Genetic Algorithms209
- Alden H. Wright and Jonathan E. Rowe
- Mutation-Selection Algorithm: A Large Deviation Approach 227
- Paul Albuquerque and Christian Mazza
- The Equilibrium and Transient Behavior of Mutation and Recombination 241
- William M. Spears
- The Mixing Rate of Different Crossover Operators 261
- Adam Prigel-Bennett
- Dynamic Parameter Control in Simple Evolutionary Algorithms 275
- Stefan Droste, Thomas Jansen, and Ingo Wegener
- Local Search and High Precision Gray Codes: Convergence Results and Neighborhoods295
- Darrell Whitley, Laura Barbulescu, and Jean-Paul Watson
- Burden and Benefits of Redundancy 313
- Karsten Weicker and Nicole Weicker
- Author Index 335
- Key Word Index337.