Hierarchical Bayesian Optimization Algorithm = Bayesian Optimization Algorithm + Niching + Local Structures (2001)

by Martin Pelikan , David. E. Goldberg
Citations:255 - 63 self

Active Bibliography

88 Linkage Problem, Distribution Estimation, and Bayesian Networks – Martin Pelikan, Erick Cantu-Paz, David E. Goldberg - 2000
6 Evolutionary Algorithms + Graphical Models = Scalable Black-Box Optimization – Martin Pelikan, Kumara Sastry, David E. Goldberg - 2001
22 Parallel estimation of distribution algorithms – Jiří Očenášek - 2002
1 Doctoral Thesis – Supervisor Ing, Josef Schwarz, Jiří Očenášek - 2002
85 Escaping Hierarchical Traps with Competent Genetic Algorithms – Martin Pelikan, David. E. Goldberg - 2001
42 Feature Subset Selection by Bayesian networks: a comparison with genetic and sequential algorithms – I. Inza, P. Larrañaga, B. Sierra
41 Rule-based Evolutionary Online Learning Systems: LEARNING BOUNDS, CLASSIFICATION, AND PREDICTION – Martin V. Butz - 2004
37 Bayesian Optimization Algorithm, Decision Graphs, and Occam's Razor – Martin Pelikan, David. E. Goldberg, Kumara Sastry - 2001
9 An introduction and survey of estimation of distribution algorithms – Mark Hauschild, Martin Pelikan - 2011
Automated Global . . . For Effective Local Building Block Processing in XCS – Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg - 2005
31 Fitness inheritance in the Bayesian optimization algorithm – Martin Pelikan, Kumara Sastry - 2004
1 BOA: The Bayesian Optimization Algorithm – Erick Cantú-Paz, Martin Pelikan, Martin Pelikan, David E. Goldberg, David E. Goldberg - 1999
4 iBOA: The Incremental Bayesian Optimization Algorithm – Martin Pelikan, Kumara Sastry, David E. Goldberg - 2008
13 Sporadic model building for efficiency enhancement of hierarchical BOA – Martin Pelikan, Kumara Sastry, David E. Goldberg - 2007
275 A Survey of Optimization by Building and Using Probabilistic Models – Martin Pelikan, David E. Goldberg, Fernando Lobo - 1999
11 Using previous models to bias structural learning in the hierarchical BOA – Mark Hauschild, Martin Pelikan, Kumara Sastry, David E. Goldberg - 2008
10 Inexact graph matching by means of Estimation of Distribution Algorithms – Endika Bengoetxea, Pedro Larrañaga, Isabelle Bloch, Aymeric Perchant, Claudia Boeres
6 Sporadic model building for efficiency enhancement of hBOA – Martin Pelikan, Kumara Sastry, David E. Goldberg - 2006
3 Model Accuracy in the Bayesian Optimization Algorithm – Claudio F. Lima, O G. Lobo, Martin Pelikan, David E. Goldberg, Claudio F. Lima, O G. Lobo, Martin Pelikan, David E. Goldberg - 2010