{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T21:21:22Z","timestamp":1775683282238,"version":"3.50.1"},"reference-count":76,"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"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2019,2]]},"DOI":"10.1109\/tevc.2017.2785346","type":"journal-article","created":{"date-parts":[[2017,12,20]],"date-time":"2017-12-20T21:47:01Z","timestamp":1513806421000},"page":"59-73","source":"Crossref","is-referenced-by-count":63,"title":["A Learning Automata-Based Multiobjective Hyper-Heuristic"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3710-1967","authenticated-orcid":false,"given":"Wenwen","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0276-1391","authenticated-orcid":false,"given":"Ender","family":"Ozcan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2341-9993","authenticated-orcid":false,"given":"Robert","family":"John","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","author":"suh","year":"1990","journal-title":"The Principles of Design"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.2000.10485735"},{"key":"ref71","first-page":"193","article-title":"Genetic algorithms, tournament selection, and the effects of noise","volume":"9","author":"miller","year":"1995","journal-title":"Complex Syst"},{"key":"ref70","first-page":"1","article-title":"Simulated binary crossover for continuous search space","volume":"9","author":"deb","year":"1994","journal-title":"Complex Syst"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281535"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2017.7969423"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2248159"},{"key":"ref75","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1007\/978-3-319-42978-6_4","article-title":"Many-objective optimization using evolutionary algorithms: A survey","author":"bechikh","year":"2017","journal-title":"Recent Advances in Evolutionary Multi-objective Optimization"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-28270-1_20"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"1343","DOI":"10.1145\/2739480.2754725","article-title":"A hyper-heuristic for the multi-objective integration and test order problem","author":"guizzo","year":"2015","journal-title":"Proc Genetic Evol Comput Conf"},{"key":"ref32","first-page":"523","article-title":"Choosing search heuristics by non-stationary reinforcement learning","author":"nareyek","year":"2004","journal-title":"Metaheuristics Computer Decision-Making"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2016.04.007"},{"key":"ref30","first-page":"45","article-title":"Scheduling and inspection planning in software development projects using multi-objective hyper-heuristic evolutionary algorithm","volume":"4","author":"kumari","year":"2013","journal-title":"Int J Software Eng Appl"},{"key":"ref37","first-page":"326","article-title":"A PSO-based reference point adaption method for genetic programming hyper-heuristic in many-objective job shop scheduling","author":"masood","year":"2017","journal-title":"Proc Australian Conf Artif Life Comput Intell"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2016.7743797"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.12.040"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s10472-010-9213-y"},{"key":"ref60","first-page":"327","article-title":"A tutorial on the performance assessment of stochastic multiobjective optimizers","author":"knowles","year":"2006"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15844-5_61"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/1830483.1830576"},{"key":"ref63","volume":"1","author":"sutton","year":"1998","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-69432-8_4"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2011.05.014"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1115\/DETC2016-59870"},{"key":"ref65","first-page":"135","article-title":"An investigation of tuning a memetic algorithm for cross-domain search","author":"g\u00fcm\u00fc?","year":"2016","journal-title":"Proc IEEE Congr Evol Comput (CEC)"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ICICM.2013.54"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1057\/jors.2012.125"},{"key":"ref67","author":"roy","year":"2010","journal-title":"A Primer on the Taguchi Method"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2014.11.032"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70928-2_22"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2008.07.032"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-5184-0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.861417"},{"key":"ref22","first-page":"892","article-title":"Combining model-based and genetics-based offspring generation for multi-objective optimization using a convergence criterion","author":"zhou","year":"2006","journal-title":"Proc IEEE Int Conf Evol Comput"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/1-84628-137-7_6"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2015.7256971"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34413-8_32"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-2008-12102"},{"key":"ref25","first-page":"394","article-title":"An experimental study on hyper-heuristics and exam timetabling","author":"bilgin","year":"2006","journal-title":"Proc 2nd Int Conf Pract Theory Automated Timetabling"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1142\/9789812386533_0003"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7796(02)00088-3"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2015.7257315"},{"key":"ref58","first-page":"176","article-title":"A hyperheuristic approach to scheduling a sales summit","author":"cowling","year":"2000","journal-title":"Practice and Theory of Automated Timetabling III"},{"key":"ref57","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1145\/2739480.2754766","article-title":"A sequence-based selection hyper-heuristic utilising a hidden Markov model","author":"kheiri","year":"2015","journal-title":"Proc Genetic Evol Comput Conf"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1115\/1.1906264"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-007-0163-x"},{"key":"ref54","article-title":"Vehicle crashworthiness and occupant protection","author":"du bois","year":"2004"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/12.485372"},{"key":"ref52","author":"narendra","year":"2012","journal-title":"Learning Automata An Introduction"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.12.020"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-30671-6_17"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2016.04.066"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2015.09.003"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.03.007"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.12.050"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1007\/978-3-319-15934-8_7","article-title":"MOEA\/D-HH: A hyper-heuristic for multi-objective problems","author":"gon\u00e7alves","year":"2015","journal-title":"Proc Conf Evol Multi-Criterion Optimiz"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref17","article-title":"SPEA2: Improving the strength Pareto evolutionary algorithm","author":"zitzler","year":"2001"},{"key":"ref18","first-page":"832","article-title":"Indicator-based selection in multiobjective search","author":"zitzler","year":"2004","journal-title":"Parallel Problem Solving from Nature-PPSN VII"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2003.810758"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2007.05.003"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2004.07.014"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.03.001"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2026633"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1007\/978-1-4419-1665-5_15","article-title":"A classification of hyper-heuristic approaches","author":"burke","year":"2010","journal-title":"Handbook of Metaheuristics"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1057\/jors.2013.71"},{"key":"ref49","first-page":"1345","article-title":"On behaviour of finite automata in random medium","volume":"22","author":"tsetlin","year":"1961","journal-title":"Avtomat i Telemekh"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.01.031"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1023\/A:1015516501242"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/3468.650319"},{"key":"ref48","first-page":"374","article-title":"A new hyper-heuristic implementation in HyFlex: A study on generality","author":"misir","year":"2011","journal-title":"Proc Multidiscipl Int Sched Conf Theory Appl"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.12.012"},{"key":"ref42","first-page":"1069","article-title":"Grammatical evolution for the multi-objective integration and test order problem","author":"mariani","year":"2016","journal-title":"Proc Genet Evol Comput Conf"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1007\/BFb0055930","article-title":"Grammatical evolution: Evolving programs for an arbitrary language","author":"ryan","year":"1998","journal-title":"Proc Eur Conf Genet Program"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0610471104"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2695664.2695828"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/8628278\/08231198.pdf?arnumber=8231198","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\/8231198\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,2]]},"references-count":76,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2017.2785346","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]]}}}