{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T14:55:57Z","timestamp":1784904957784,"version":"3.55.0"},"reference-count":80,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61320106005"],"award-info":[{"award-number":["61320106005"]}],"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":["61502004"],"award-info":[{"award-number":["61502004"]}],"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":["61502001"],"award-info":[{"award-number":["61502001"]}],"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":["61772214"],"award-info":[{"award-number":["61772214"]}],"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":["61672033"],"award-info":[{"award-number":["61672033"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013057","name":"Innovation Scientists and Technicians Troop Construction Projects of Henan Province","doi-asserted-by":"crossref","award":["154200510012"],"award-info":[{"award-number":["154200510012"]}],"id":[{"id":"10.13039\/501100013057","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000266","name":"EPSRC","doi-asserted-by":"crossref","award":["EP\/M017869\/1"],"award-info":[{"award-number":["EP\/M017869\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2019,2]]},"DOI":"10.1109\/tevc.2018.2802784","type":"journal-article","created":{"date-parts":[[2018,2,5]],"date-time":"2018-02-05T19:16:11Z","timestamp":1517858171000},"page":"74-88","source":"Crossref","is-referenced-by-count":415,"title":["A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4554-455X","authenticated-orcid":false,"given":"Linqiang","family":"Pan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4218-8454","authenticated-orcid":false,"given":"Cheng","family":"He","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ye","family":"Tian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4805-3780","authenticated-orcid":false,"given":"Handing","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5052-000X","authenticated-orcid":false,"given":"Xingyi","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1100-0631","authenticated-orcid":false,"given":"Yaochu","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.851275"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-017-0039-7"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.861417"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/1-84628-137-7_6"},{"key":"ref76","article-title":"DACE, a MATLAB Kriging toolbox","author":"nielsen","year":"2002"},{"key":"ref77","article-title":"Handling computationally expensive multiobjective optimization problems with evolutionary algorithms-a survey","author":"chugh","year":"2015"},{"key":"ref74","volume":"16","author":"deb","year":"2001","journal-title":"Multi-Objective Optimization Using Evolutionary Algorithms"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2622301"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"key":"ref38","first-page":"1","article-title":"Pareto rank learning in multi-objective evolutionary algorithms","author":"seah","year":"2012","journal-title":"Proc IEEE Congr Evol Comput (CEC)"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008306431147"},{"key":"ref79","first-page":"1","article-title":"A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems","author":"sun","year":"2016","journal-title":"Memetic Comput"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2039141"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2002.800884"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref30","volume":"8","author":"zurada","year":"1992","journal-title":"Introduction to Artificial Neural Systems"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.851274"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2027359"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-014-1283-z"},{"key":"ref34","first-page":"391","article-title":"Classification-assisted memetic algorithms for equality-constrained optimization problems with restricted constraint function mapping","author":"handoko","year":"2011","journal-title":"Proc IEEE Congr Evol Comput (CEC)"},{"key":"ref60","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1016\/j.asoc.2017.08.024","article-title":"A radial space division based evolutionary algorithm for many-objective optimization","volume":"61","author":"he","year":"2017","journal-title":"Appl Soft Comput"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2308305"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.2000.10485979"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-017-0057-5"},{"key":"ref28","author":"broomhead","year":"1988","journal-title":"Radial Basis Functions Multi-variable Functional Interpolation and Adaptive Networks"},{"key":"ref64","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1007\/3-540-59497-3_175","article-title":"The influence of the sigmoid function parameters on the speed of backpropagation learning","author":"han","year":"1995","journal-title":"From Natural to Artificial Neural Computation"},{"key":"ref27","volume":"424","author":"box","year":"1987","journal-title":"Empirical Model-Building and Response Surfaces"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.1031951"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"key":"ref29","article-title":"A statistical approach to some mine valuation and allied problems on the witwatersrand","author":"krige","year":"1951"},{"key":"ref67","author":"deb","year":"2001","journal-title":"Multi-Objective Optimization Using Evolutionary Algorithms"},{"key":"ref68","first-page":"30","article-title":"A combined genetic adaptive search (GeneAS) for engineering design","volume":"26","author":"deb","year":"1996","journal-title":"J Inform Comput Sci"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2017.2742868"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3233\/ICA-130452"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-31880-4_49"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011818803494"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2009.933094"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2033671"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12125"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkq322"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.05.001"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-003-0328-5"},{"key":"ref50","first-page":"230","article-title":"Dominance-based Pareto-surrogate for multi-objective optimization","author":"loshchilov","year":"2010","journal-title":"Proc IEEE Simulation Conf"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87700-4_78"},{"key":"ref59","first-page":"393","article-title":"Backpropagation learning algorithm based on Levenberg Marquardt algorithm","volume":"2","author":"sapna","year":"2012","journal-title":"Proc Comput Sci Inf Technol (CS and IT)"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/5.58337"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80131-5"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1029\/2005WR004303"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(97)00061-0"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.894202"},{"key":"ref53","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1007\/978-3-662-49014-3_56","article-title":"A multiobjective evolutionary algorithm based on decomposition and preselection","author":"zhang","year":"2015","journal-title":"Bio-Inspired Computing Theories and Applications"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2014.6900641"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.03.001"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281535"},{"key":"ref40","first-page":"214","article-title":"On constraint handling in surrogate-assisted evolutionary many-objective optimization","author":"chugh","year":"2016","journal-title":"Proc Int Conf Parallel Problem Solving Nat"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2008.4631121"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2519378"},{"key":"ref14","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":"ref15","doi-asserted-by":"publisher","DOI":"10.1029\/2010WR009194"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00009"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2378512"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2350987"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3233\/ICA-170542"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1162\/106365600568202"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2006.1597059"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24653-4_23"},{"key":"ref6","first-page":"95","article-title":"SPEA2: Improving the strength Pareto evolutionary algorithm for multiobjective optimization","author":"zitzler","year":"2001","journal-title":"Proc 5th Conf Evol Methods Design Optim Control Appl Ind Problems"},{"key":"ref5","first-page":"283","article-title":"PESA-II: Region-based selection in evolutionary multi-objective optimization","author":"corne","year":"2001","journal-title":"Proc Genet Evol Comput Conf (GECCO)"},{"key":"ref8","first-page":"832","article-title":"Indicator-based selection in multiobjective search","author":"zitzler","year":"2004","journal-title":"Proc Int Conf Parallel Problem Solving Nat"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref49","article-title":"Generation of Pareto frontiers using support vector machine","author":"yun","year":"2004","journal-title":"Proc MCD"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2015.7257247"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1830483.1830571"},{"key":"ref48","first-page":"1041","article-title":"A novel constraint handling strategy for expensive optimization problems","author":"bhattacharjee","year":"2015","journal-title":"Proc 11th World Congr Struct Multidiscipl Optim"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-012-1282-4"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2012.6256450"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/mcda.1605"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2013.6557879"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2449293"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/8628278\/08281523.pdf?arnumber=8281523","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:08:56Z","timestamp":1657746536000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8281523\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,2]]},"references-count":80,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2018.2802784","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":[[2019,2]]}}}