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Martin Pelikan
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BOA: The Bayesian optimization algorithm
M Pelikan, DE Goldberg, E Cantú-Paz
Proceedings of the genetic and evolutionary computation conference GECCO-99 …, 1999
14311999
A survey of optimization by building and using probabilistic models
M Pelikan, DE Goldberg, FG Lobo
Computational optimization and applications 21 (1), 5-20, 2002
11082002
Hierarchical Bayesian optimization algorithm
M Pelikan, DE Goldberg
Scalable optimization via probabilistic modeling, 63-90, 2006
4682006
The bivariate marginal distribution algorithm
M Pelikan, H Mühlenbein
Advances in soft computing, 521-535, 1999
4461999
An introduction and survey of estimation of distribution algorithms
M Hauschild, M Pelikan
Swarm and evolutionary computation 1 (3), 111-128, 2011
4322011
Linkage problem, distribution estimation, and Bayesian networks
M Pelikan, DE Goldberg, E Cantu-Paz
Evolutionary computation 8 (3), 311-340, 2000
4282000
Structure and flexibility within proteins as identified through small angle X-ray scattering
M Pelikan, GL Hura, M Hammel
General physiology and biophysics 28 (2), 174, 2009
3792009
Ku and DNA-dependent protein kinase dynamic conformations and assembly regulate DNA binding and the initial non-homologous end joining complex
M Hammel, Y Yu, BL Mahaney, B Cai, R Ye, BM Phipps, RP Rambo, ...
Journal of Biological Chemistry 285 (2), 1414-1423, 2010
2582010
Bayesian optimization algorithm: From single level to hierarchy
M Pelikan
University of Illinois at Urbana-Champaign, 2002
2422002
Escaping hierarchical traps with competent genetic algorithms
M Pelikan, DE Goldberg
Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001
2382001
Scalable optimization via probabilistic modeling
M Pelikan, K Sastry, E Cantú-Paz
Springer-Verlag Berlin Heidelberg, 2006
2322006
Hierarchical BOA solves Ising spin glasses and MAXSAT
M Pelikan, DE Goldberg
Genetic and Evolutionary Computation Conference, 1271-1282, 2003
1832003
Method for optimizing a solution set
M Pelikan, DE Goldberg
US Patent 7,047,169, 2006
1552006
Hierarchical Problem Solving and the Bayesian Optimization Algorithm.
M Pelikan, DE Goldberg, E Cantú-Paz
GECCO 267, 274, 2000
1412000
Scalability of the Bayesian optimization algorithm
M Pelikan, K Sastry, DE Goldberg
International Journal of Approximate Reasoning 31 (3), 221-258, 2002
1382002
Multi-objective Bayesian optimization algorithm
N Khan, DE Goldberg, M Pelikan
Proceedings of the 4th Annual Conference on Genetic and Evolutionary …, 2002
1362002
Bayesian optimization algorithm, population sizing, and time to convergence
M Pelikan, DE Goldberg, E Cantú-Paz
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2000
1362000
Multiobjective hBOA, clustering, and scalability
M Pelikan, K Sastry, DE Goldberg
Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005
1352005
Don't evaluate, inherit
K Sastry, DE Goldberg, M Pelikan
Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001
1222001
Evolutionary algorithm using marginal histogram models in continuous domain
S Tsutsui, M Pelikan, DE Goldberg
IlliGAL Report 2001019 (999), 1050, 2001
1122001
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