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Searching for "Hierarchical Bayesian Optimization Algorithm." – sorted by Relevance.

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29 documents found, showing 1 through 10. Next 10 →

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Hierarchical Bayesian Optimization Algorithm = Bayesian Optimization Algorithm + Niching + Local
by Martin Pelikan, David. E. Goldberg — 2001
…Hierarchical Bayesian Optimization Algorithm = Bayesian Optimization Algorithm + Niching + Local…
Cited by 164 (42 self) – Add To MetaCart

Algorithms on NK Landscapes
by Martin Pelikan, Martin Pelikan — 2008
… instance is obtained using the branch-and-bound algorithm. Next, the hierarchical Bayesian optimization…
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Model Restrictions
by Mark Hauschild, Martin Pelikan, Mark Hauschild, Martin Pelikan — 2008
… of restricting probabilistic models in the hierarchical Bayesian optimization algorithm (hBOA) by defining a…
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Multiobjective hBOA, clustering, and scalability
by Martin Pelikan, Martin Pelikan, Kumara Sastry, Kumara Sastry, David E. Goldberg, David E. Goldberg — 2005 — In Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2005
… the hierarchical Bayesian optimization algorithm (hBOA) with the nondominated sorting genetic algorithm (NSGA…
Cited by 4 (2 self) – Add To MetaCart

Analyzing probabilistic models in hierarchical boa on traps and spin glasses
by Mark Hauschild, Claudio F. Lima, Martin Pelikan, Kumara Sastry — 2007 — Genetic and Evolutionary Computation Conference (GECCO-2007), I
… The hierarchical Bayesian optimization algorithm (hBOA) can solve nearly decomposable and hierarchical problems…
Cited by 6 (6 self) – Add To MetaCart

Hierarchical BOA Solves Ising Spin Glasses and MAXSAT
by Martin Pelikan, Martin Pelikan, David E. Goldberg, David E. Goldberg — 2003 — In Proc. of the Genetic and Evolutionary Computation Conference (GECCO 2003), number 2724 in LNCS
… and empirical evidence exists that the hierarchical Bayesian optimization algorithm (hBOA) can solve challenging…
Cited by 32 (11 self) – Add To MetaCart

Glass with Power-Law Interactions
by Martin Pelikan, Helmut G. Katzgraber, Martin Pelikan, Helmut G. Katzgraber — 2009
…, and the hierarchical Bayesian optimization algorithm (hBOA). hBOA is shown to outperform both variants of GA, whereas…
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Intelligent Bias of Network Structures in the Hierarchical BOA
by Mark Hauschild, Martin Pelikan, Mark Hauschild, Martin Pelikan — 2009
… to bias the building of Bayesian network models in the hierarchical Bayesian optimization algorithm (h…
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Hybrid Evolutionary Algorithms on Minimum Vertex Cover for Random Graphs
by Rajiv Kalapala, Martin Pelikan, Er K. Hartmann, Rajiv Kalapala, Martin Pelikan, Alexander K. Hartmann — 2007
… the hierarchical Bayesian optimization algorithm (hBOA) on minimum vertex cover for standard classes of random…
Cited by 1 (1 self) – Add To MetaCart

Hierarchical BOA, Cluster Exact Approximation, and Ising Spin Glasses
by Martin Pelikan, Alexander K. Hartmann — 2006
… Hierarchical Bayesian optimization algorithm, genetic algorithm, cluster exact approximation, spin glass…
Cited by 2 (1 self) – Add To MetaCart

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