{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T11:44:41Z","timestamp":1775648681445,"version":"3.50.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2015,12,1]],"date-time":"2015-12-01T00:00:00Z","timestamp":1448928000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"National Basic Research Program (973 Program)","award":["2011CB707104"],"award-info":[{"award-number":["2011CB707104"]}]},{"name":"China National Instrumentation Program","award":["2012YQ180132"],"award-info":[{"award-number":["2012YQ180132"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61273313"],"award-info":[{"award-number":["61273313"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1109\/tevc.2014.2387433","type":"journal-article","created":{"date-parts":[[2015,1,5]],"date-time":"2015-01-05T19:25:43Z","timestamp":1420485943000},"page":"807-822","source":"Crossref","is-referenced-by-count":109,"title":["An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods"],"prefix":"10.1109","volume":"19","author":[{"given":"Aimin","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Jianyong","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Qingfu","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","author":"fletcher","year":"1987","journal-title":"Practical Methods of Optimization"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2004.06.009"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2008.4630984"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2004.840835"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30217-9_22"},{"key":"ref30","first-page":"1396","article-title":"Evolutionary optimization by distribution estimation with mixtures of factor analyzers","author":"cho","year":"2002","journal-title":"Proc IEEE Congr Evol Comput (CEC)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00068"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2010.5585938"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s11633-007-0273-3"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0610471104"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023993325417"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2004.841914"},{"key":"ref29","first-page":"521","article-title":"Continuous estimation of distribution algorithms with probabilistic principal component analysis","author":"cho","year":"2001","journal-title":"Proc IEEE Congr Evol Comput (CEC)"},{"key":"ref2","author":"goldberg","year":"1989","journal-title":"Genetic Algorithms in Search Optimization and Machine Learning"},{"key":"ref1","author":"holland","year":"1975","journal-title":"Adaptation in Natural and Artificial Systems"},{"key":"ref20","article-title":"BOA: The Bayesian optimization algorithm","author":"pelikan","year":"1999"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1162\/106365601750190398"},{"key":"ref21","first-page":"332","article-title":"Global optimization using Bayesian networks","author":"etxeberria","year":"0","journal-title":"Proc 2nd Symp Artif Intell (CIMAF-99)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2247404"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1108\/02644400410511864"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0819-1_39"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144078"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2006.872133"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.902851"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.846356"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-0190(02)00447-7"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.927706"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1539-5"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-34954-9","author":"pelikan","year":"2006","journal-title":"Scalable Optimization via Probabilistic Modeling From Algorithms to Applications"},{"key":"ref40","author":"press","year":"2007","journal-title":"Numerical Recipes The Art of Scientific Computing"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1360\/aas-007-0113"},{"key":"ref13","article-title":"Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning","author":"baluja","year":"1994"},{"key":"ref14","first-page":"767","article-title":"Expanding from discrete to continuous estimation of distribution algorithms: The IDEA","author":"bosman","year":"2000","journal-title":"Proceedings of the Parallel Problem Solving from Nature"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/4235.797971"},{"key":"ref16","first-page":"201","article-title":"Optimization in continuous domains by learning and simulation of Gaussian networks","author":"larra\u00f1aga","year":"0","journal-title":"Proc Genet Evol Comput Conf (GECCO 2010)"},{"key":"ref17","first-page":"424","article-title":"MIMIC: Finding optima by estimating probability densities","author":"de bonet","year":"1997","journal-title":"Advances in neural information processing systems"},{"key":"ref18","first-page":"30","article-title":"Using optimal dependency-trees for combinatorial optimization: Learning the structure of the search space","author":"baluja","year":"1997","journal-title":"Proc 14th Int Conf Mach Learn"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1999.7.4.353"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-61723-X_982"},{"key":"ref3","author":"de jong","year":"2006","journal-title":"Evolutionary Computation A Unified Approach"},{"key":"ref6","doi-asserted-by":"crossref","DOI":"10.1007\/3-540-32494-1","volume":"192","author":"lozano","year":"2006","journal-title":"Towards a new Evolutionary Computation Advances in Estimation of Distribution Algorithms"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1007\/3-540-61723-X_983","article-title":"From recombination of genes to the estimation of distributions II: Continuous parameters","author":"m\u00fchlenbein","year":"1996","journal-title":"Parallel Problem Solving From Nature&#x2014;PPSN IV (LNCS 1141)"},{"key":"ref8","author":"hastie","year":"2001","journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction"},{"key":"ref7","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2014613"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013500812258"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s101070100290"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2248012"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2008.16.2.185"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-006-9030-3"},{"key":"ref42","article-title":"Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization","author":"suganthan","year":"2005"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/4235.771163"},{"key":"ref44","article-title":"On the use of probabilistic models and coordinate transforms in real-valued evolutionary algorithms","author":"posik","year":"2007"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-0255(03)00174-9"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/7337505\/07001197.pdf?arnumber=7001197","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:28:09Z","timestamp":1642004889000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7001197\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12]]},"references-count":55,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2014.2387433","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":[[2015,12]]}}}