BOA: The Bayesian optimization algorithm M Pelikan, DE Goldberg, E Cantu-Paz GECCO 99, 1999 | 1769* | 1999 |
A survey of optimization by building and using probabilistic models M Pelikan, DE Goldberg, FG Lobo Computational optimization and applications 21, 5-20, 2002 | 1168 | 2002 |
An introduction and survey of estimation of distribution algorithms M Hauschild, M Pelikan Swarm and evolutionary computation 1 (3), 111-128, 2011 | 519 | 2011 |
Hierarchical Bayesian optimization algorithm M Pelikan, M Pelikan Hierarchical Bayesian Optimization Algorithm: Toward a new Generation of …, 2005 | 503 | 2005 |
The bivariate marginal distribution algorithm M Pelikan, H Mühlenbein Advances in soft computing: Engineering design and manufacturing, 521-535, 1999 | 478 | 1999 |
Linkage problem, distribution estimation, and Bayesian networks M Pelikan, DE Goldberg, E Cantu-Paz Evolutionary computation 8 (3), 311-340, 2000 | 447 | 2000 |
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 | 429 | 2009 |
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 | 285 | 2010 |
Bayesian optimization algorithm: From single level to hierarchy M Pelikan University of Illinois at Urbana-Champaign, 2002 | 263 | 2002 |
Escaping hierarchical traps with competent genetic algorithms M Pelikan, DE Goldberg Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001 | 246 | 2001 |
Scalable optimization via probabilistic modeling: From algorithms to applications M Pelikan, K Sastry, E Cantú-Paz Springer, 2007 | 245 | 2007 |
Hierarchical BOA solves Ising spin glasses and MAXSAT M Pelikan, DE Goldberg Genetic and Evolutionary Computation Conference, 1271-1282, 2003 | 188 | 2003 |
Method for optimizing a solution set M Pelikan, DE Goldberg US Patent 7,047,169, 2006 | 168 | 2006 |
Multi-objective Bayesian optimization algorithm N Khan, DE Goldberg, M Pelikan Proceedings of the 4th Annual Conference on Genetic and Evolutionary …, 2002 | 156 | 2002 |
Scalability of the Bayesian optimization algorithm M Pelikan, K Sastry, DE Goldberg International Journal of Approximate Reasoning 31 (3), 221-258, 2002 | 151 | 2002 |
Hierarchical Problem Solving and the Bayesian Optimization Algorithm. M Pelikan, DE Goldberg, E Cantú-Paz GECCO, 267-274, 2000 | 146 | 2000 |
Multiobjective hBOA, clustering, and scalability M Pelikan, K Sastry, DE Goldberg Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005 | 142 | 2005 |
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 | 142 | 2000 |
Don't evaluate, inherit K Sastry, DE Goldberg, M Pelikan Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001 | 127 | 2001 |
Time complexity of genetic algorithms on exponentially scaled problems FG Lobo, DE Goldberg, M Pelikan Proceedings of the 2nd annual conference on genetic and evolutionary …, 2000 | 127 | 2000 |