{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T09:38:10Z","timestamp":1770284290377,"version":"3.49.0"},"reference-count":69,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","award":["201506240048"],"award-info":[{"award-number":["201506240048"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Miaozi Project in Science and Technology Innovation Program of Sichuan Province, China","award":["16-YCG061"],"award-info":[{"award-number":["16-YCG061"]}]},{"name":"National Natural Science Fund of China for Distinguished Young Scholar","award":["61625204"],"award-info":[{"award-number":["61625204"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61432012"],"award-info":[{"award-number":["61432012"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1435213"],"award-info":[{"award-number":["U1435213"]}],"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":[[2018,10]]},"DOI":"10.1109\/tevc.2018.2794319","type":"journal-article","created":{"date-parts":[[2018,1,17]],"date-time":"2018-01-17T19:36:33Z","timestamp":1516217793000},"page":"662-678","source":"Crossref","is-referenced-by-count":39,"title":["Improved Regularity Model-Based EDA for Many-Objective Optimization"],"prefix":"10.1109","volume":"22","author":[{"given":"Yanan","family":"Sun","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8851-5348","authenticated-orcid":false,"given":"Gary G.","family":"Yen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5867-9322","authenticated-orcid":false,"given":"Zhang","family":"Yi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(99)00139-3"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2006.1688406"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/9780470140529"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2021467"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2005.1554970"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1145\/1068009.1068122","article-title":"Multiobjective hBOA, clustering, and scalability","author":"pelikan","year":"2005","journal-title":"Proc 7th Annu Conf Genetic Evol Comput"},{"key":"ref37","first-page":"2568","article-title":"A model-based evolutionary algorithm for bi-objective optimization","volume":"3","author":"zhou","year":"2005","journal-title":"Proc IEEE Congr Evol Comput"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2424921"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2472283"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1007\/BF02985802","article-title":"The elements of statistical learning: Data mining, inference and prediction","volume":"27","author":"hastie","year":"2005","journal-title":"Math Intell"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/2576768.2598345"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1162\/106365600568202"},{"key":"ref61","article-title":"Modelling the regularity in an estimation of distribution algorithm for continuous multiobjective optimisation with variable linkages","author":"zhang","year":"2006"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2587749"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(02)00090-7"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2003.810761"},{"key":"ref27","first-page":"114","article-title":"A decision-tree-based multi-objective estimation of distribution algorithm","author":"zhong","year":"2007","journal-title":"Proc Int Conf Comput Intell Security"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2420112"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2077298"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36970-8_20"},{"key":"ref67","first-page":"115","article-title":"Simulated binary crossover for continuous search space","volume":"9","author":"deb","year":"1995","journal-title":"Complex Syst"},{"key":"ref68","volume":"16","author":"deb","year":"2001","journal-title":"Multi-Objective Optimization Using Evolutionary Algorithms"},{"key":"ref69","author":"robert","year":"1997","journal-title":"Principles and Procedures of Statistics A Biometrical Approach"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2012.6256170"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/NAFIPS.2002.1018061"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.894202"},{"key":"ref22","article-title":"Multi-objective Bayesian optimization algorithm","volume":"51","author":"khan","year":"2002","journal-title":"Urbana"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281524"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/4235.797969"},{"key":"ref23","first-page":"423","article-title":"Multiobjective Bayesian optimization algorithm for combinatorial problems: Theory and practice","volume":"11","author":"schwarz","year":"2001","journal-title":"Neural Netw World"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/106365602760234108"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1007\/3-540-45712-7_29","article-title":"Bayesian optimization algorithms for multi-objective optimization","author":"laumanns","year":"2002","journal-title":"Parallel Problem Solving from Nature-PPSN VII"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2459137"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/1-84628-137-7_6"},{"key":"ref59","doi-asserted-by":"crossref","first-page":"2283","DOI":"10.1007\/s00500-015-1940-x","article-title":"Nadir point estimation for many-objective optimization problems based on emphasized critical regions","volume":"21","author":"wang","year":"2015","journal-title":"Soft Comput"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144113"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01020-0_44"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2519378"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2443001"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1137\/S1052623496307510"},{"key":"ref53","first-page":"96","article-title":"Adapting weighted aggregation for multiobjective evolution strategies","author":"jin","year":"2001","journal-title":"Proc IEEE Int Conf Evol Comp"},{"key":"ref52","first-page":"174","article-title":"Computer aided control systems using a multiobjective optimization approach","author":"fleming","year":"1985","journal-title":"Proc IEE Contr Conf"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70928-2_56"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-10354-4_6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00009"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2227145"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281535"},{"key":"ref15","first-page":"440","article-title":"A survey of multiobjective evolutionary algorithms based on decomposition","volume":"21","author":"trivedi","year":"2017","journal-title":"IEEE Trans Evol Comput"},{"key":"ref16","first-page":"427","article-title":"Global view-based selection mechanism for many-objective evolutionary algorithms","author":"sun","year":"2017","journal-title":"Proc IEEE Congr Evol Comput"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.06.021"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144179"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1007\/978-3-540-34954-9_10","article-title":"Multiobjective estimation of distribution algorithms","author":"pelikan","year":"2006","journal-title":"Scalable Optimization Via Probabilistic Modeling"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1007\/978-3-642-37140-0_48","article-title":"A real-world application of a many-objective optimisation complexity reduction process","author":"lygoe","year":"2013","journal-title":"Evolutionary Multi-Criterion Optimization"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70928-2_57"},{"key":"ref5","author":"zitzler","year":"2001","journal-title":"SPEA2 Improving the strength Pareto evolutionary algorithm"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.910138"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/3468.650319"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.7.1493"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2792984"},{"key":"ref46","first-page":"11","article-title":"A new objective reduction algorithm for many-objective problems: Employing mutual information and clustering algorithm","author":"guo","year":"2012","journal-title":"Proc Int Conf Comput Intell Security"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2185847"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2093579"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-015-1648-y"},{"key":"ref42","first-page":"673","article-title":"Objective reduction using a feature selection technique","author":"l\u00f3pez jaimes","year":"2008","journal-title":"Proc 10th Annu Conf Genet Evol Comput"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2009.17.2.135"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72964-8_18"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70928-2_58"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/8478014\/08260905.pdf?arnumber=8260905","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,31]],"date-time":"2023-08-31T15:44:18Z","timestamp":1693496658000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8260905\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":69,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2018.2794319","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":[[2018,10]]}}}