{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:28:23Z","timestamp":1750307303390,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":80,"publisher":"ACM","license":[{"start":{"date-parts":[[2011,7,12]],"date-time":"2011-07-12T00:00:00Z","timestamp":1310428800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2011,7,12]]},"DOI":"10.1145\/2001858.2002067","type":"proceedings-article","created":{"date-parts":[[2011,7,15]],"date-time":"2011-07-15T12:25:09Z","timestamp":1310732709000},"page":"679-686","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Estimation of distribution algorithms"],"prefix":"10.1145","author":[{"given":"Roberto","family":"Santana","sequence":"first","affiliation":[{"name":"Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"}]}],"member":"320","published-online":{"date-parts":[[2011,7,12]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"D. Albanese S. Merler G. Jurman R. Visintainer and C. Furlanello. MLPY machine learning Py 2010. http:\/\/mloss.org\/software\/view\/66\/. D. Albanese S. Merler G. Jurman R. Visintainer and C. Furlanello. MLPY machine learning Py 2010. http:\/\/mloss.org\/software\/view\/66\/."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"R. Arma\u00f1anzas I. Inza R. Santana Y. Saeys J. L. Flores J. A. Lozano Y. Van de Peer R. Blanco V. Robles C. Bielza and P. Larra\u00f1aga. A review of estimation of distribution algorithms in bioinformatics. BioData Mining 1(6):doi:10.1186\/1756-0381-1-6 2008. R. Arma\u00f1anzas I. Inza R. Santana Y. Saeys J. L. Flores J. A. Lozano Y. Van de Peer R. Blanco V. Robles C. Bielza and P. Larra\u00f1aga. A review of estimation of distribution algorithms in bioinformatics. BioData Mining 1(6):doi:10.1186\/1756-0381-1-6 2008.","DOI":"10.1186\/1756-0381-1-6"},{"key":"e_1_3_2_1_4_1","first-page":"30","volume-title":"Proceedings of the 14th International Conference on Machine Learning","author":"Baluja S.","year":"1997"},{"volume-title":"Proceedings of 15th National Conference on Artificial Intelligence AAAI-98","year":"1998","author":"Baluja S.","key":"e_1_3_2_1_5_1"},{"issue":"1","key":"e_1_3_2_1_6_1","first-page":"39","article-title":"The Pyro toolkit for AI and robotics","volume":"27","author":"Blank D.","year":"2006","journal-title":"AI magazine"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1569956"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(02)00090-7"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"M. Butz M. Pelikan X. Llor\u00e1 and D. E. Goldberg. Effective and reliable online classification combining XCS with EDA mechanisms. In M. Pelikan K. Sastry and E. Cant\u00fa-Paz editors Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications Studies in Computational Intelligence pages 249--274. Springer 2006. M. Butz M. Pelikan X. Llor\u00e1 and D. E. Goldberg. Effective and reliable online classification combining XCS with EDA mechanisms. In M. Pelikan K. Sastry and E. Cant\u00fa-Paz editors Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications Studies in Computational Intelligence pages 249--274. Springer 2006.","DOI":"10.1007\/978-3-540-34954-9_11"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2006.14.3.345"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:HEUR.0000026900.92269.ec"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOMW.2010.5470677"},{"key":"e_1_3_2_1_13_1","unstructured":"M. Crawley. The R book. John Wiley & Sons Inc 2007. M. Crawley. The R book. John Wiley & Sons Inc 2007."},{"key":"e_1_3_2_1_14_1","first-page":"424","volume-title":"Advances in Neural Information Processing Systems","volume":"9","author":"De Bonet J. S.","year":"1997"},{"key":"e_1_3_2_1_15_1","first-page":"242","volume-title":"Parallel Problem Solving from Nature (PPSN VIII)","author":"de la Ossa L.","year":"2004"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"2006","author":"de la Ossa L.","key":"e_1_3_2_1_16_1"},{"key":"e_1_3_2_1_17_1","first-page":"71","volume-title":"Proceedings of the 2007 Congress on Evolutionary Computation CEC-2007","author":"deLandgraaf W.","year":"2007"},{"volume-title":"McGraw-Hill Osborne Media","year":"2008","author":"DiMarzio J.","key":"e_1_3_2_1_18_1"},{"key":"e_1_3_2_1_19_1","article-title":"A quantitative analysis of estimation of distribution algorithms based on Bayesian networks","author":"Echegoyen C.","year":"2011","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/1852365.1852366"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1830483.1830672"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(02)00092-0"},{"volume-title":"Faculty of Engineering","year":"2010","author":"Gouws A.","key":"e_1_3_2_1_23_1"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"1999","author":"Harik G.","key":"e_1_3_2_1_24_1"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"1997","author":"Harik G. R.","key":"e_1_3_2_1_25_1"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1276958.1277070"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1389095.1389172"},{"volume-title":"Inc.","year":"2007","author":"Heaton J.","key":"e_1_3_2_1_28_1"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISME.2010.266"},{"key":"e_1_3_2_1_30_1","first-page":"15","volume-title":"Proceedings of the Mendel 2005 11th Internacional Conference on Soft Computing","author":"Kobliha M.","year":"2005"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/1137740"},{"volume-title":"Boston\/Dordrecht\/London","year":"2002","author":"Larra\u00f1aga P.","key":"e_1_3_2_1_32_1"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"1999","author":"Lobo F. G.","key":"e_1_3_2_1_34_1"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"2006","author":"Lobo Fernando G.","key":"e_1_3_2_1_35_1"},{"volume-title":"Springer","year":"2006","author":"Lozano J. A.","key":"e_1_3_2_1_36_1"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1539-5_5"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1002\/0471739383.ch9"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1570089"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.850299"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2006.03.001"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-009-0504-3"},{"issue":"1","key":"e_1_3_2_1_44_1","first-page":"19","article-title":"Convergence theory and applications of the Factorized Distribution Algorithm","volume":"7","author":"M\u00fchlenbein H.","year":"1998","journal-title":"Journal of Computing and Information Technology"},{"key":"e_1_3_2_1_45_1","series-title":"Lectures Notes in Computer Science","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1007\/3-540-61723-X_982","volume-title":"H.-M. Voigt, W. Ebeling, I. Rechenberg, and H.-P","author":"M\u00fchlenbein H.","year":"1996"},{"key":"e_1_3_2_1_46_1","first-page":"39","volume-title":"J","author":"Ocenasek J.","year":"2006"},{"key":"e_1_3_2_1_47_1","first-page":"187","volume-title":"Studies in Computational Intelligence","author":"Ocenasek J.","year":"2006"},{"key":"e_1_3_2_1_48_1","first-page":"352","volume-title":"Lecture Notes in Computer Science","author":"Ocenasek J.","year":"2004"},{"key":"e_1_3_2_1_49_1","first-page":"227","volume-title":"Proceedings of the 2nd Euro-International Symposium on Computational Intelligence","author":"Ocenasek J.","year":"2002"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"1999","author":"Pelikan M.","key":"e_1_3_2_1_50_1"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"2000","author":"Pelikan M.","key":"e_1_3_2_1_51_1"},{"volume-title":"University of Illinois","year":"2002","author":"Pelikan M.","key":"e_1_3_2_1_52_1"},{"key":"e_1_3_2_1_53_1","first-page":"525","volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference GECCO-1999","author":"Pelikan M.","year":"1999"},{"key":"e_1_3_2_1_54_1","first-page":"275","volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference GECCO-2000","author":"Pelikan M.","year":"2000"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013500812258"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1007\/978-1-4471-0819-1_39","volume-title":"Advances in Soft Computing - Engineering Design and Manufacturing","author":"Pelikan M.","year":"1999"},{"volume-title":"Studies in Computational Intelligence. Springer","year":"2006","author":"Pelikan M.","key":"e_1_3_2_1_57_1"},{"volume-title":"Missouri Estimation of Distribution Algorithms Laboratory (MEDAL)","year":"2006","author":"Pelikan M.","key":"e_1_3_2_1_58_1"},{"key":"e_1_3_2_1_59_1","first-page":"223","volume-title":"Studies in Computational Intelligence","author":"Pelikan M.","year":"2006"},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2010.07.003"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.5555\/2951659.2951717"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12239-2_46"},{"volume-title":"Sybex","year":"2007","author":"Rymaszewski M.","key":"e_1_3_2_1_63_1"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39857-8_31"},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v035.i07"},{"key":"e_1_3_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1569963"},{"key":"e_1_3_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12293-008-0002-7"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"2006","author":"Sastry K.","key":"e_1_3_2_1_69_1"},{"volume-title":"Illinois Genetic Algorithms Laboratory","year":"2007","author":"Sastry K.","key":"e_1_3_2_1_70_1"},{"key":"e_1_3_2_1_71_1","first-page":"161","volume-title":"Studies in Computational Intelligence","author":"Sastry K.","year":"2006"},{"key":"e_1_3_2_1_72_1","doi-asserted-by":"publisher","DOI":"10.5555\/1756006.1756030"},{"volume-title":"The Robert Gordon University","year":"2004","author":"Shakya S.","key":"e_1_3_2_1_73_1"},{"volume-title":"The Robert Gordon University. School of Computing","year":"2006","author":"Shakya S.","key":"e_1_3_2_1_74_1"},{"key":"e_1_3_2_1_75_1","doi-asserted-by":"publisher","DOI":"10.1145\/1389095.1389185"},{"key":"e_1_3_2_1_76_1","first-page":"15","volume-title":"Proceedings of the Second Starting AI Researchers' Symposium","author":"Shakya S. K.","year":"2004"},{"volume-title":"Wiley","year":"2009","author":"Talbi E.-G.","key":"e_1_3_2_1_77_1"},{"key":"e_1_3_2_1_78_1","unstructured":"The MathWorks Inc. MATLAB - The Language of Technical Computing Version 7.5. The MathWorks Inc. Natick Massachusetts 2007. The MathWorks Inc. MATLAB - The Language of Technical Computing Version 7.5. The MathWorks Inc. Natick Massachusetts 2007."},{"first-page":"1","volume-title":"Proceedings of the 2010 IEEE Congress on Evolutionary Computation (CEC-2010)","author":"Valentini G.","key":"e_1_3_2_1_79_1"},{"key":"e_1_3_2_1_80_1","unstructured":"P. Wainwright S. Cozens A. Calpini A. Corliss and J. Merelo-Guervos. Professional Perl Programming. Wrox Press Ltd. Birmingham UK 2001. P. Wainwright S. Cozens A. Calpini A. Corliss and J. Merelo-Guervos. Professional Perl Programming. Wrox Press Ltd. Birmingham UK 2001."},{"key":"e_1_3_2_1_81_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btn505"},{"key":"e_1_3_2_1_82_1","doi-asserted-by":"publisher","DOI":"10.1145\/1276958.1277080"},{"key":"e_1_3_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2004.840835"},{"key":"e_1_3_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.894202"}],"event":{"name":"GECCO '11: Genetic and Evolutionary Computation Conference","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"],"location":"Dublin Ireland","acronym":"GECCO '11"},"container-title":["Proceedings of the 13th annual conference companion on Genetic and evolutionary computation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2001858.2002067","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2001858.2002067","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T10:59:57Z","timestamp":1750244397000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2001858.2002067"}},"subtitle":["from available implementations to potential developments"],"short-title":[],"issued":{"date-parts":[[2011,7,12]]},"references-count":80,"alternative-id":["10.1145\/2001858.2002067","10.1145\/2001858"],"URL":"https:\/\/doi.org\/10.1145\/2001858.2002067","relation":{},"subject":[],"published":{"date-parts":[[2011,7,12]]},"assertion":[{"value":"2011-07-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}