A Survey of Optimization by Building and Using Probabilistic Models (1999)

by Martin Pelikan , David E. Goldberg , Fernando Lobo
Venue:COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
Citations:275 - 82 self

Documents Related by Co-Citation

236 From recombination of genes to the estimation of distributions I. binary parameters – H. Mühlenbein, G. Paaß - 1996
190 Linkage Learning via Probabilistic Modeling in the ECGA – Georges Harik, Georges Harik - 1999
1789 Genetic algorithms in search, optimization, and machine learning – D E Goldberg - 1989
90 The Bivariate Marginal Distribution Algorithm – Martin Pelikan, Heinz Mühlenbein - 1999
231 A Parameter-Less Genetic Algorithm – Georges R. Harik, Fernando G. Lobo - 1999
255 Hierarchical Bayesian Optimization Algorithm = Bayesian Optimization Algorithm + Niching + Local Structures – Martin Pelikan, David. E. Goldberg - 2001
130 MIMIC: Finding Optima by Estimating Probability Densities – Jeremy S. De Bonet, Charles L. Isbell, Jr., Paul Viola - 1996
298 Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning – Shumeet Baluja - 1994
7299 Genetic Algorithm – D E Goldberg - 1989
913 Learning Bayesian networks: The combination of knowledge and statistical data – David Heckerman, David M. Chickering - 1995
88 Linkage Problem, Distribution Estimation, and Bayesian Networks – Martin Pelikan, Erick Cantu-Paz, David E. Goldberg - 2000
238 Learning Bayesian Networks With Local Structure – Nir Friedman, Moises Goldszmidt - 1996
38 Linkage Information Processing In Distribution Estimation Algorithms – Peter A.N. Bosman, Dirk Thierens, Peter A. N, Bosman Dirk Thierens - 1999
808 Adaptation in Natural and Artificial Systems. Ann Arbor: The – J H Holland - 1975
114 Using Optimal Dependency-Trees for Combinatorial Optimization: Learning the Structure of the Search Space – Shumeet Baluja, Scott Davies - 1997
7069 Probabilistic Reasoning in Intelligent Systems – J Pearl - 1988
53 Sufficient conditions for deceptive and easy binary functions – K Deb, D E Goldberg - 1994
83 Bayesian Optimization Algorithm: from single level to hierarchy – M Pelikan - 2002
88 Schemata, Distributions and Graphical Models in Evolutionary Optimization – Heinz Mühlenbein, Thilo Mahnig, Alberto Ochoa Rodriguez - 1999