Foundations of genetic algorithms 6
Foundations of Genetic Algorithms, Volume 6 is the latest in a series of books that records the prestigious Foundations of Genetic Algorithms Workshops, sponsored and organised by the International Society of Genetic Algorithms specifically to address theoretical publications on genetic algorithms a...
| Άλλοι συγγραφείς: | Martin, W. N., Spears, William M., 1962-, Workshop on Foundations of Genetic Algorithms |
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| Μορφή: | Ηλεκτρονική πηγή |
| Γλώσσα: | English |
| Στοιχεία έκδοσης: |
San Francisco, Calif. :
Morgan Kaufmann,
c2001.
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| Σειρά: |
Morgan Kaufmann series in evolutionary computation.
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| Θέματα: | |
| Διαθέσιμο Online: |
http://www.sciencedirect.com/science/book/9781558607347 |
| Ετικέτες: |
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Πίνακας περιεχομένων:
- 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.