Martin Pelikan

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David E. GoldbergFounder & President, ThreeJoy Associates, Inc. & Professor Emeritus, UIUCVerified email at threejoy.com
Mark HauschildProfessor, University of Missouri--St. LouisVerified email at umsl.edu
Fernando G. LoboAssociate Professor, University of AlgarveVerified email at ualg.pt
Erick Cantu-PazVerified email at acm.org
Shigeyoshi TsutsuiHannan UniversityVerified email at hannan-u.ac.jp
Martin V. ButzProfessor of Cognitive Modeling, Computer Science, Psychology, Eberhard Karls Universität TübingenVerified email at uni-tuebingen.de
John TainerProfessor at MD Anderson Cancer Center & Lawrence Berkeley LabVerified email at mdanderson.org
Heinz Mühlenbeinwww.muehlenbein.orgVerified email at online.de
Alexander K. HartmannProfessor of Physics, University of OldenburgVerified email at uol.de
Xavier LloraGoogle IncVerified email at google.com
Tian-Li YuNational Taiwan UniversityVerified email at ntu.edu.tw
Dirk ThierensUtrecht UniversityVerified email at uu.nl
Rajiv KalapalaIEEE Computer SocietyVerified email at ieee.org
Jiri Pospichalprofesor počítačových viedVerified email at ucm.sk
Alexander E.I. BrownleeSenior Lecturer, University of Stirling, previously Loughborough, Robert GordonVerified email at cs.stir.ac.uk
John McCallDirector, National Subsea Centre, Robert Gordon UniversityVerified email at rgu.ac.uk
Simon TrebstUniversity of CologneVerified email at thp.uni-koeln.de
Helmut G. KatzgraberAmazon Web ServicesVerified email at katzgraber.org
Riccardo PoliProfessor of Computer Science, CSEE, University of EssexVerified email at essex.ac.uk
Dr. Andrei PetrovskiRobert Gordon University, AberdeenVerified email at comp.rgu.ac.uk

Martin Pelikan

Researcher, Apple

Verified email at martinpelikan.net - Homepage

machine learning probabilistic models privacy stochastic optimization estimation of distribution algorithms


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
BOA: The Bayesian optimization algorithm M Pelikan, DE Goldberg, E Cantú-Paz Proceedings of the genetic and evolutionary computation conference GECCO-99 …, 1999	1595	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	1159	2002
Hierarchical Bayesian optimization algorithm M Pelikan, M Pelikan Hierarchical Bayesian Optimization Algorithm: Toward a new Generation of …, 2005	498	2005
An introduction and survey of estimation of distribution algorithms M Hauschild, M Pelikan Swarm and evolutionary computation 1 (3), 111-128, 2011	495	2011
The bivariate marginal distribution algorithm M Pelikan, H Mühlenbein Advances in soft computing: Engineering design and manufacturing, 521-535, 1999	469	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	415	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	277	2010
Bayesian optimization algorithm: From single level to hierarchy M Pelikan University of Illinois at Urbana-Champaign, 2002	255	2002
Escaping hierarchical traps with competent genetic algorithms M Pelikan, DE Goldberg Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001	243	2001
Scalable optimization via probabilistic modeling: From algorithms to applications M Pelikan, K Sastry, E Cantú-Paz Springer, 2006	242	2006
Hierarchical BOA solves Ising spin glasses and MAXSAT M Pelikan, DE Goldberg Genetic and Evolutionary Computation Conference, 1271-1282, 2003	185	2003
Method for optimizing a solution set M Pelikan, DE Goldberg US Patent 7,047,169, 2006	163	2006
Multi-objective Bayesian optimization algorithm N Khan, DE Goldberg, M Pelikan Proceedings of the 4th Annual Conference on Genetic and Evolutionary …, 2002	148	2002
Scalability of the Bayesian optimization algorithm M Pelikan, K Sastry, DE Goldberg International Journal of Approximate Reasoning 31 (3), 221-258, 2002	146	2002
Hierarchical Problem Solving and the Bayesian Optimization Algorithm. M Pelikan, DE Goldberg, E Cantú-Paz GECCO, 267-274, 2000	145	2000
Multiobjective hBOA, clustering, and scalability M Pelikan, K Sastry, DE Goldberg Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005	141	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	141	2000
Don't evaluate, inherit K Sastry, DE Goldberg, M Pelikan Proceedings of the 3rd Annual Conference on Genetic and Evolutionary …, 2001	125	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	124	2000

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