{"id":"https://openalex.org/W7116956510","doi":"https://doi.org/10.1109/tsmc.2025.3637210","title":"A Novel Evolutionary Bayesian Optimization Algorithm Based on Decomposition for Expensive Constrained Multiobjective Optimization Problems","display_name":"A Novel Evolutionary Bayesian Optimization Algorithm Based on Decomposition for Expensive Constrained Multiobjective Optimization Problems","publication_year":2025,"publication_date":"2025-12-23","ids":{"openalex":"https://openalex.org/W7116956510","doi":"https://doi.org/10.1109/tsmc.2025.3637210"},"language":null,"primary_location":{"id":"doi:10.1109/tsmc.2025.3637210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2025.3637210","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056165056","display_name":"Zhiyao Zhang","orcid":"https://orcid.org/0009-0002-4294-6788"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyao Zhang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yong Wang","orcid":"https://orcid.org/0000-0001-7670-3958"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Wang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079082643","display_name":"Guangyong SUN","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyong Sun","raw_affiliation_strings":["State Key Laboratory of Advanced Design and Manufacturing Technology for Vehicle, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Design and Manufacturing Technology for Vehicle, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103717458","display_name":"Tong Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Pang","raw_affiliation_strings":["State Key Laboratory of Advanced Design and Manufacturing Technology for Vehicle, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Design and Manufacturing Technology for Vehicle, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056165056"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70892283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"2","first_page":"945","last_page":"957"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5820000171661377},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5591999888420105},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.5130000114440918},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4853000044822693},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.48420000076293945},{"id":"https://openalex.org/keywords/constrained-optimization","display_name":"Constrained optimization","score":0.4717999994754791},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4480000138282776},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43549999594688416},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.427700012922287}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7680000066757202},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5820000171661377},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5591999888420105},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.5130000114440918},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4853000044822693},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48420000076293945},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.4717999994754791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46070000529289246},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.45249998569488525},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4480000138282776},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43549999594688416},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.427700012922287},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4115000069141388},{"id":"https://openalex.org/C2989514635","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization problem","level":3,"score":0.3917999863624573},{"id":"https://openalex.org/C3309286","wikidata":"https://www.wikidata.org/wiki/Q4907693","display_name":"Bilevel optimization","level":3,"score":0.37299999594688416},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3479999899864197},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.3073999881744385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3066999912261963},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.3025999963283539},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C2778258933","wikidata":"https://www.wikidata.org/wiki/Q16918986","display_name":"Decomposition method (queueing theory)","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C150452318","wikidata":"https://www.wikidata.org/wiki/Q4820432","display_name":"Augmented Lagrangian method","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2025.3637210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2025.3637210","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1983217886","display_name":null,"funder_award_id":"U23A20347","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335880","display_name":"Fundamental Research Funds for Central Universities of the Central South University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1510052597","https://openalex.org/W1588959569","https://openalex.org/W2038669746","https://openalex.org/W2085507535","https://openalex.org/W2102365077","https://openalex.org/W2102625537","https://openalex.org/W2105245738","https://openalex.org/W2111526171","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2145479420","https://openalex.org/W2161029074","https://openalex.org/W2313959284","https://openalex.org/W2412834915","https://openalex.org/W2502932208","https://openalex.org/W2506705355","https://openalex.org/W2588277129","https://openalex.org/W2605726844","https://openalex.org/W2733176879","https://openalex.org/W2764251381","https://openalex.org/W2791362611","https://openalex.org/W2794706240","https://openalex.org/W2891458358","https://openalex.org/W2914106598","https://openalex.org/W2962947982","https://openalex.org/W2964606552","https://openalex.org/W2968893390","https://openalex.org/W2982328033","https://openalex.org/W2997377643","https://openalex.org/W3204533094","https://openalex.org/W3214522976","https://openalex.org/W4224118916","https://openalex.org/W4226101459","https://openalex.org/W4285821188","https://openalex.org/W4294724926","https://openalex.org/W4313413235","https://openalex.org/W4362596908","https://openalex.org/W4367293603","https://openalex.org/W4382310411","https://openalex.org/W4382372076","https://openalex.org/W4385413319","https://openalex.org/W4385453677","https://openalex.org/W4395661439","https://openalex.org/W4396523447","https://openalex.org/W4396852083","https://openalex.org/W4402536202","https://openalex.org/W4405488709","https://openalex.org/W4405932685"],"related_works":[],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"a":[3,49,133,164],"novel":[4],"constrained":[5,18,33,67,141],"multiobjective":[6,19],"evolutionary":[7,147],"Bayesian":[8],"optimization":[9,20,148],"algorithm":[10],"based":[11,74],"on":[12,64,75,137],"decomposition":[13],"(named":[14,53],"CMOEBO/D)":[15],"for":[16,176],"expensive":[17,26,177],"problems":[21],"(CMOPs).":[22],"In":[23],"CMOEBO/D,":[24],"an":[25],"CMOP":[27],"is":[28,90,113,121],"decomposed":[29],"into":[30],"some":[31,171],"approximate":[32,66,140],"subproblems":[34,142],"by":[35,155],"Gaussian":[36],"process":[37],"models,":[38],"reference":[39],"vectors,":[40],"and":[41,106,125,130,186],"the":[42,57,76,84,95,100,107,128,139,157,160,191,196],"augmented":[43,102],"Tchebycheff":[44,103],"function.":[45],"Then,":[46],"we":[47,162],"devise":[48],"new":[50],"infill":[51],"criterion":[52],"CPoB)":[54],"to":[55,149,169,190],"evaluate":[56],"performance":[58],"of":[59,78,93,99,116,132,159,172,198],"solutions.":[60,153],"Specifically,":[61],"in":[62,97],"CPoB,":[63,138],"each":[65,82],"subproblem,":[68],"any":[69],"two":[70,79],"solutions":[71,175],"are":[72,143],"compared":[73],"product":[77],"probabilities.":[80],"For":[81],"solution,":[83,134],"first":[85],"probability":[86,109],"(denoted":[87,110],"as":[88,111],"PoB)":[89],"its":[91,114],"likelihood":[92,115],"outperforming":[94],"other":[96],"terms":[98],"predicted":[101],"function":[104],"value,":[105],"second":[108],"PoF)":[112],"satisfying":[117],"all":[118],"constraints.":[119],"It":[120],"obvious":[122],"that":[123],"PoB":[124],"PoF":[126],"measure":[127],"convergence":[129],"feasibility":[131,187],"respectively.":[135],"Based":[136],"solved":[144],"via":[145],"collaborative":[146],"obtain":[150],"their":[151],"near-optimal":[152,174],"Furthermore,":[154],"combining":[156],"information":[158],"database,":[161],"design":[163],"bilevel":[165],"candidate":[166],"selection":[167],"strategy":[168],"select":[170],"these":[173],"fitness":[178],"evaluations,":[179],"which":[180],"can":[181],"make":[182],"good":[183],"diversity,":[184],"convergence,":[185],"contributions":[188],"simultaneously":[189],"database.":[192],"Extensive":[193],"experiments":[194],"verify":[195],"competitiveness":[197],"CMOEBO/D.":[199]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-12-23T00:00:00"}