Scalable Optimization via Probabilistic Modeling 2006
Martin Pelikan, Kumara Sastry, Erick Cantú-Paz (Eds.):
Scalable Optimization via Probabilistic Modeling.
Studies in Computational Intelligence Vol. 33 Springer 2006, ISBN 978-3-540-34953-2 BibTeX
- Martin Pelikan, Kumara Sastry, Erick Cantú-Paz:
Introduction.
1-10
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- Heinz Mühlenbein, Robin Höns:
The Factorized Distribution Algorithm and the Minimum Relative Entropy Principle.
11-37
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- Georges R. Harik, Fernando G. Lobo, Kumara Sastry:
Linkage Learning via Probabilistic Modeling in the Extended Compact Genetic Algorithm (ECGA).
39-61
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- Martin Pelikan, David E. Goldberg:
Hierarchical Bayesian Optimization Algorithm.
63-90
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- Peter A. N. Bosman, Dirk Thierens:
Numerical Optimization with Real-Valued Estimation-of-Distribution Algorithms.
91-120
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- Yin Shan, Robert I. McKay, Daryl Essam, Hussein A. Abbass:
A Survey of Probabilistic Model Building Genetic Programming.
121-160
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- Kumara Sastry, Martin Pelikan, David E. Goldberg:
Efficiency Enhancement of Estimation of Distribution Algorithms.
161-185
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- Jiri Ocenasek, Erick Cantú-Paz, Martin Pelikan, Josef Schwarz:
Design of Parallel Estimation of Distribution Algorithms.
187-203
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- Shumeet Baluja:
Incorporating a priori Knowledge in Probabilistic-Model Based Optimization.
205-222
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- Martin Pelikan, Kumara Sastry, David E. Goldberg:
Multiobjective Estimation of Distribution Algorithms.
223-248
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- Martin Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg:
Effective and Reliable Online Classification Combining XCS with EDA Mechanisms.
249-273
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- Tian-Li Yu, Scott Santarelli, David E. Goldberg:
Military Antenna Design Using a Simple Genetic Algorithm and hBOA.
275-289
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- Erick Cantú-Paz:
Feature Subset Selection with Hybrids of Filters and Evolutionary Algorithms.
291-314
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- Jingpeng Li, Uwe Aickelin:
BOA for Nurse Scheduling.
315-332
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- Martin Pelikan, Alexander K. Hartmann:
Searching for Ground States of Ising Spin Glasses with Hierarchical BOA and Cluster Exact Approximation.
333-349
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Copyright © Sat May 16 22:55:04 2009
by Michael Ley (ley@uni-trier.de)