{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T16:36:18Z","timestamp":1775838978927,"version":"3.50.1"},"reference-count":37,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/cec.2018.8477830","type":"proceedings-article","created":{"date-parts":[[2018,10,22]],"date-time":"2018-10-22T20:33:13Z","timestamp":1540240393000},"page":"1-8","source":"Crossref","is-referenced-by-count":25,"title":["Surrogate-Assisted Multi-Tasking Memetic Algorithm"],"prefix":"10.1109","author":[{"given":"Dingnan","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shijia","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinghui","family":"Zhong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2014613"},{"key":"ref32","author":"gibbs","year":"1997","journal-title":"Manual for tpros v2 0"},{"key":"ref31","author":"torczon","year":"1998","journal-title":"Using approximations to accelerate engineering design optimization Institute for Computer Applications in Science and Engineering (ICASE)"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/BF01197708"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/9780471462422.eoct979"},{"key":"ref36","author":"da","year":"0","journal-title":"Evolutionary Multitasking for Single-objective Continuous Optimization Benchmark Problems Performance Metric and Baseline Results"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2010.18.1.18102"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"1769","DOI":"10.1109\/CEC.2005.1554902","article-title":"A restart cma evolution strategy with increasing population size","volume":"2","author":"auger","year":"2005","journal-title":"Evolutionary Computation 2005 The 2005 IEEE Congress on"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"975","DOI":"10.1145\/2330163.2330298","article-title":"Sde: A stochastic coding differential evolution for global optimization","author":"zhong","year":"2012","journal-title":"Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation ser GECCO ‘12"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"ref13","author":"tan","year":"2006","journal-title":"Multiobjective Evolutionary Algorithms and Applications"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2001576.2001668"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2611642"},{"key":"ref16","first-page":"1","article-title":"Igd indicator-based evolutionary algorithm for many-objective optimization problems","author":"sun","year":"2018","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.846356"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2669638"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref28","author":"hansen","year":"0","journal-title":"The CMA evolution strategy A tutorial"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2514\/2.1999"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2059031"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2206394"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2004.841917"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2003.810752"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2017.2708618"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1016\/j.asoc.2017.03.020","article-title":"Automatic model construction for the behavior of human crowds","volume":"56","author":"zhong","year":"2017","journal-title":"Applied Soft Computing"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2017.2708618"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2424410"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/2.294849"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1007\/978-1-4615-5529-2_5","article-title":"Multitask learning","author":"caruana","year":"1998","journal-title":"Learning to Learn"},{"key":"ref22","author":"zhang","year":"0","journal-title":"A survey on multi-task learning"},{"key":"ref21","first-page":"35","article-title":"Multi-task learning for classification with dirichlet process priors","volume":"8","author":"xue","year":"2007","journal-title":"Journal of Machine Learning Research"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2017.7969407"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2458037"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065704001899"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2554622"}],"event":{"name":"2018 IEEE Congress on Evolutionary Computation (CEC)","location":"Rio de Janeiro","start":{"date-parts":[[2018,7,8]]},"end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8466244\/8477640\/08477830.pdf?arnumber=8477830","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,6]],"date-time":"2023-09-06T03:50:52Z","timestamp":1693972252000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8477830\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/cec.2018.8477830","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}