{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T21:56:39Z","timestamp":1773266199282,"version":"3.50.1"},"reference-count":212,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100017642","name":"Spanish Ministry of Science and Innovation","doi-asserted-by":"publisher","award":["AEI\/10.13039\/501100011033-PID2022-139977NB-I00"],"award-info":[{"award-number":["AEI\/10.13039\/501100011033-PID2022-139977NB-I00"]}],"id":[{"id":"10.13039\/501100017642","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017642","name":"Spanish Ministry of Science and Innovation","doi-asserted-by":"publisher","award":["TED2021-131310B-I00"],"award-info":[{"award-number":["TED2021-131310B-I00"]}],"id":[{"id":"10.13039\/501100017642","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ELLIS Unit Madrid"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1109\/tevc.2023.3314105","type":"journal-article","created":{"date-parts":[[2023,9,12]],"date-time":"2023-09-12T17:32:52Z","timestamp":1694539972000},"page":"1301-1321","source":"Crossref","is-referenced-by-count":13,"title":["Estimation of Distribution Algorithms in Machine Learning: A Survey"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0652-9872","authenticated-orcid":false,"given":"Pedro","family":"Larra\u00f1aga","sequence":"first","affiliation":[{"name":"Departamento de Inteligencia Artificial, Universidad Polit&#x00E9;cnica de Madrid, Madrid, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7109-2668","authenticated-orcid":false,"given":"Concha","family":"Bielza","sequence":"additional","affiliation":[{"name":"Departamento de Inteligencia Artificial, Universidad Polit&#x00E9;cnica de Madrid, Madrid, Spain"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btm344"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0021-9800(68)80031-6"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/bfb0069178"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/0213035"},{"key":"ref5","article-title":"Algorithms for maximum-likelihood logistic regression","author":"Minka","year":"2001"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1090.001.0001"},{"key":"ref8","volume-title":"Genetic Algorithms in Search, Optimization, and Machine Learning","author":"Goldberg","year":"1989"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1290.001.0001"},{"key":"ref10","volume-title":"Swarm Intelligence","author":"Eberhart","year":"2001"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4615-1539-5","volume-title":"Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation","author":"Larra naga","year":"2002"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"issue":"2","key":"ref13","first-page":"14","article-title":"Autonomous automata","volume":"4","author":"Fogel","year":"1962","journal-title":"Ind. Res."},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/b978-155860673-9\/50048-3"},{"key":"ref15","volume-title":"Evolutionstrategie: Optimierung Technischer Systeme Nach Prinzipien der Biologischen Evolution","author":"Rechenberg","year":"1973"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-29414-4_9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2504420"},{"issue":"1","key":"ref18","first-page":"1","article-title":"A survey on association rule mining based on evolutionary computation","volume":"41","author":"Badhon","year":"2019","journal-title":"Int. J. Comput. Appl."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.02.073"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2157494"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09719-2"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.01.099"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3603704"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-011-9210-5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2008.2007252"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2742642"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.12.051"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/03036758.2019.1609052"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2290086"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2290082"},{"key":"ref31","volume-title":"Evolutionary Computation. A Unified Approach","author":"De Jong","year":"2006"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.5962\/bhl.title.68064"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013500812258"},{"key":"ref34","volume-title":"Towards a New Evolutionary Computation. Advances in Estimation of Distribution Algorithms","author":"Lozano","year":"2005"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.08.003"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s12293-008-0002-7"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10732-012-9208-4"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s11047-022-09913-2"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1504\/IJSGGC.2020.109608"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-018-3390-8"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1162\/1063656053583496"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s11633-007-0262-6"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28900-2"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-020-1003-3"},{"issue":"1","key":"ref45","first-page":"1","article-title":"Modelling with copulas and vines in estimation of distribution algorithms","volume":"36","author":"Soto","year":"2015","journal-title":"Investigaci\u00f3n Operacional"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45110-2_2"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10472-012-9303-0"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-016-0415-7"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2021.3109576"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2016.06.066"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.06.037"},{"issue":"78","key":"ref52","first-page":"1","article-title":"Harmless overfitting: Using denoising autoencoders in estimation of distribution algorithms","volume":"21","author":"Probst","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref53","article-title":"Variational autoencoder based estimation of distribution algorithms and applications to individual based ecosystem modelling using EcoSim","author":"Bhattacharjee","year":"2019"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3189163"},{"key":"ref55","article-title":"Generative adversarial networks in estimation of distribution algorithms for combinatorial optimization","author":"Probst","year":"2016","journal-title":"arXiv:1509.09235v2"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32937-1_43"},{"issue":"4","key":"ref57","first-page":"465","article-title":"Analyzing the PBIL algorithm by means of discrete dynamical systems","volume":"12","author":"Gonz\u00e1lez","year":"2001","journal-title":"Complex Syst."},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2040019"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2020.11.028"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(02)00092-0"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2003.820663"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2020.2987361"},{"key":"ref63","volume-title":"Probabilistic Reasoning in Intelligent Systems","author":"Pearl","year":"1988"},{"key":"ref64","volume-title":"Probabilistic Graphical Models: Principles and Techniques","author":"Koller","year":"2009"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1201\/9780429463976"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1017\/9781108642989"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.35.5.527"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-332-5.50035-3"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/b978-012370477-1\/50021-9"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1017\/S0269888910000251"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-019-00194-y"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1177\/089443939100900106"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344136"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994110"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994016"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-70396-5.50019-4"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-88738-2.50023-3"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(87)90012-9"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.07.016"},{"key":"ref81","first-page":"101","article-title":"Evolutionary computation based on Bayesian classifiers","volume":"14","author":"Miqu\u00e9lez","year":"2004","journal-title":"Int. J. Appl. Math. Comput. Sci."},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281524"},{"key":"ref83","first-page":"201","article-title":"Optimization in continuous domains by learning and simulation of Gaussian networks","volume-title":"Proc. Genet. Evol. Comput. Conf. Workshop Program","author":"Larra naga"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.06.051"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-61723-x_982"},{"key":"ref86","article-title":"Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning","author":"Baluja","year":"1994"},{"key":"ref87","first-page":"418","article-title":"Extending population-based incremental learning to continuous spaces","volume-title":"Parallel Problem Solving from Nature","author":"Sebag","year":"1998"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/ICEC.1998.700083"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-14721-0_33"},{"key":"ref90","first-page":"424","article-title":"MIMIC: Finding optima by estimating probability densities","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"9","author":"De Bonet"},{"key":"ref91","article-title":"Combining multiple optimization runs with optimal dependency trees","author":"Baluja","year":"1997"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0819-1_39"},{"key":"ref93","first-page":"332","article-title":"Global optimization using Bayesian networks","volume-title":"Proc. 2nd Int. Symp. Artif. Intell.","author":"Etxeberria"},{"key":"ref94","first-page":"343","article-title":"Combinatorial optimization by learning and simulation of Bayesian networks","volume-title":"Proc. 16th Conf. Uncertainty Artif. Intell.","author":"Larra naga"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2247404"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-32373-0_3"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1999.7.4.353"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2008.01.021"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2869567"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.5772\/54672"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2012.11.049"},{"key":"ref102","article-title":"IDEAs based on the normal kernels probability density function","author":"Bosman","year":"2000"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(02)00090-7"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1162\/1063656053583432"},{"key":"ref105","article-title":"Linkage learning via probabilistic modelling in the ECGA","author":"Harik","year":"1999"},{"key":"ref106","volume-title":"Evolutionary Algorithms for Solving Multi-Objective Problems","author":"Coello-Coello","year":"2007"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1569963"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36970-8_20"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1007\/s10732-010-9145-z"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1515\/9783110854688"},{"key":"ref111","volume-title":"Statistic Tables: Their Structure and Use","author":"Walker","year":"1936"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-2007-11506"},{"key":"ref113","first-page":"487","article-title":"Fast algorithms for mining association rules in large databases","volume-title":"Proc. 20th Int. Conf. Very Large Data Bases","author":"Agrawal"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/ICCNEA.2017.87"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2010.5586456"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.2307\/1403797"},{"key":"ref117","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1007\/978-1-4615-1539-5_14","article-title":"Feature weighting for nearest neighbour by EDAs","volume-title":"Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation","author":"Inza","year":"2002"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116251"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2017.7969549"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1016\/0167-2789(86)90301-4"},{"key":"ref121","first-page":"651","article-title":"Learning concept classification rules using genetic algorithms","volume-title":"Proc. 12th Int. Joint Conf. Artif. Intell.","author":"De Jong"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1539-5_15"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.02.059"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.01.014"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2008.11.003"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-47054-2_53"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1007\/BF02478259"},{"key":"ref129","article-title":"An empirical comparison of seven iterative and evolutionary function optimization heuristics","author":"Baluja","year":"1995"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.14264\/157842"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1539-5_18"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1007\/11785231_2"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-022-05361-4"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-61723-x_1037"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1145\/1822327.1822330"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45105-6_93"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-011-0741-0"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3106399"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2022.06.008"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2021.107400"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.2307\/2280041"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1007\/s11750-008-0054-3"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.09.140"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.1109\/JRPROC.1961.287775"},{"issue":"1","key":"ref146","first-page":"95","article-title":"Bayesian network classifiers","volume":"50","author":"Friedman","year":"1997","journal-title":"Mach. Learn."},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1145\/2576868"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-45231-7_14"},{"key":"ref149","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5725-8_21"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2004.01.009"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.01.036"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2018.8477959"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7161(80)80048-4"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1145\/2001858.2002062"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-71008-2_14"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.1145\/3520304.3528921"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2013.10.016"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1962.1057691"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(00)00052-7"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(01)00038-X"},{"key":"ref163","first-page":"303","article-title":"Feature subset selection by estimation of distribution algorithms","volume-title":"Proc. 4th Annu. Conf. Genet. Evol. Comput.","author":"Cant\u00fa-Paz"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.5220\/0004553301360143"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.3414\/ME9223"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-019-01503-7"},{"key":"ref167","doi-asserted-by":"publisher","DOI":"10.1007\/11589990_107"},{"key":"ref168","first-page":"1","article-title":"A method for establishing groups of equal amplitude in plant sociology based on similarity of species contents and its application to analyses of the vegetation on Danish commons","volume":"5","author":"Sorensen","year":"1948","journal-title":"Biologiske Skrifter"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-015-1998-5"},{"issue":"3","key":"ref170","first-page":"768","article-title":"Cluster analysis of multivariate data: Efficiency versus interpretability of classification","volume":"21","author":"Forgy","year":"1965","journal-title":"Biometrics"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1539-5_17"},{"key":"ref172","first-page":"405","article-title":"Clustering by means of medoids","volume-title":"Statistical Data Analysis Based on the L1 Norm and Related Methods","author":"Kaufman","year":"1997"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1145\/2851613.2851900"},{"key":"ref174","doi-asserted-by":"publisher","DOI":"10.1126\/science.1136800"},{"key":"ref175","doi-asserted-by":"publisher","DOI":"10.1145\/2001576.2001622"},{"key":"ref176","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2016.7744224"},{"key":"ref177","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2012.6252874"},{"key":"ref178","doi-asserted-by":"publisher","DOI":"10.2307\/2984875"},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1016\/0167-9473(93)E0056-A"},{"key":"ref180","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488504002588"},{"key":"ref181","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref182","first-page":"676","article-title":"Solving reinforcement learning problems by using estimation of distribution algorithms","volume-title":"Proc. 2nd Int. Conf. Soft Comput. 9th Intell. Syst. Int. Symp. Adv. Intell. Syst.","author":"Handa"},{"key":"ref183","first-page":"282","article-title":"Conditional random fields: Probabilistic models for segmenting and labeling sequence data","volume-title":"Proc. 19th Int. Conf. Mach. Learn.","author":"Lafferty"},{"key":"ref184","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref185","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2022.3145706"},{"key":"ref186","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1988.tb01721.x"},{"key":"ref187","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(90)90060-D"},{"key":"ref188","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018553211613"},{"key":"ref189","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2008.09.002"},{"key":"ref190","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1539-5_16"},{"key":"ref191","doi-asserted-by":"publisher","DOI":"10.1002\/int.10084"},{"key":"ref192","doi-asserted-by":"publisher","DOI":"10.1109\/ICDIM.2007.4444212"},{"key":"ref193","doi-asserted-by":"publisher","DOI":"10.1016\/S1665-6423(13)71566-9"},{"key":"ref194","doi-asserted-by":"publisher","DOI":"10.9781\/ijimai.2014.311"},{"key":"ref195","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001404003332"},{"key":"ref196","doi-asserted-by":"publisher","DOI":"10.1109\/MASSP.1986.1165342"},{"key":"ref197","first-page":"944","article-title":"Training hidden Markov models using population-based learning","volume-title":"Proc. 1st Annu. Genet. Evol. Comput. Conf.","volume":"1","author":"Maxwell"},{"key":"ref198","doi-asserted-by":"publisher","DOI":"10.1016\/S0933-3657(01)00085-9"},{"key":"ref199","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2010.18"},{"key":"ref200","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg1076"},{"key":"ref201","doi-asserted-by":"publisher","DOI":"10.1145\/3319619.3326771"},{"key":"ref202","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.06.030"},{"key":"ref203","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1569958"},{"key":"ref204","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10351-w"},{"key":"ref205","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.10.074"},{"key":"ref206","doi-asserted-by":"publisher","DOI":"10.1007\/s11749-022-00812-3"},{"key":"ref207","doi-asserted-by":"publisher","DOI":"10.1109\/tevc.2023.3290670"},{"issue":"5","key":"ref208","first-page":"17","article-title":"Estimation-of-distribution algorithms: Theory and applications","volume-title":"Dagstuhl Rep.","volume":"12","author":"Ceberio","year":"2022"},{"key":"ref209","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107492"},{"key":"ref210","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1157"},{"key":"ref211","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(99)00057-4"},{"key":"ref212","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02478-8_46"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/10703195\/10247259.pdf?arnumber=10247259","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,3]],"date-time":"2024-10-03T06:09:14Z","timestamp":1727935754000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10247259\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":212,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2023.3314105","relation":{},"ISSN":["1089-778X","1089-778X","1941-0026"],"issn-type":[{"value":"1089-778X","type":"print"},{"value":"1089-778X","type":"print"},{"value":"1941-0026","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}