{"id":"https://openalex.org/W4401416014","doi":"https://doi.org/10.1109/cec60901.2024.10611864","title":"A Dual-Model Assisted Evolutionary Algorithm Based on Decomposition for Expensive Multi-Objective Optimization","display_name":"A Dual-Model Assisted Evolutionary Algorithm Based on Decomposition for Expensive Multi-Objective Optimization","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401416014","doi":"https://doi.org/10.1109/cec60901.2024.10611864"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10611864","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10611864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5046523518","display_name":"Yanyan Tan","orcid":"https://orcid.org/0000-0001-5056-6019"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanyan Tan","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University,Jinan,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University,Jinan,China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067664518","display_name":"Zhaomin Zhai","orcid":"https://orcid.org/0009-0003-1756-999X"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaomin Zhai","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University,Jinan,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University,Jinan,China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100717545","display_name":"Yukun Zhang","orcid":"https://orcid.org/0000-0002-7283-5678"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukun Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University,Jinan,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University,Jinan,China","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046523518"],"corresponding_institution_ids":["https://openalex.org/I28006308"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15632162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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":0.998199999332428,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6549535393714905},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6429871916770935},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6269861459732056},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6189486980438232},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4906286299228668},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4759613871574402},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.46150070428848267},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3729112148284912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3068934977054596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18279936909675598},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.05602863430976868}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6549535393714905},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6429871916770935},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6269861459732056},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6189486980438232},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4906286299228668},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4759613871574402},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.46150070428848267},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3729112148284912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3068934977054596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18279936909675598},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.05602863430976868},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10611864","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10611864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2067923752","https://openalex.org/W2098907614","https://openalex.org/W2105245738","https://openalex.org/W2106334424","https://openalex.org/W2111526171","https://openalex.org/W2126105956","https://openalex.org/W2143381319","https://openalex.org/W2149599177","https://openalex.org/W2150046657","https://openalex.org/W2343601797","https://openalex.org/W2419125634","https://openalex.org/W2432516117","https://openalex.org/W2519112510","https://openalex.org/W2546299924","https://openalex.org/W2895700336","https://openalex.org/W2949740014","https://openalex.org/W2970681016","https://openalex.org/W3153328918","https://openalex.org/W3217109289","https://openalex.org/W4212886747","https://openalex.org/W4226147060","https://openalex.org/W4282007266","https://openalex.org/W4292471178","https://openalex.org/W4292864963","https://openalex.org/W4295125840","https://openalex.org/W4313655778","https://openalex.org/W4315880929","https://openalex.org/W4328007445","https://openalex.org/W4387297925","https://openalex.org/W6717764351"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928","https://openalex.org/W2593449396","https://openalex.org/W2780789525"],"abstract_inverted_index":{"This":[0,47],"paper":[1],"presents":[2],"a":[3,28,64,108,123],"dual-model":[4,29],"assisted":[5],"evolutionary":[6,16,136],"algorithm":[7,17,26],"designed":[8],"to":[9,52],"improve":[10],"the":[11,25,34,49,57,71,93,97,103],"performance":[12,129],"of":[13,74,110,132],"decomposition-based":[14],"multi-objective":[15,119],"(MOEA/D)":[18],"when":[19],"dealing":[20],"with":[21],"expensive":[22,118],"problems.":[23,112],"Firstly,":[24],"utilises":[27],"management":[30],"strategy,":[31],"which":[32],"replaces":[33],"real":[35],"evaluation":[36],"by":[37,55],"constructing":[38],"two":[39,82,89],"models":[40],"and":[41,60,81,127],"generating":[42],"deviation":[43,61],"parameters":[44],"through":[45],"cross-validation.":[46],"enables":[48],"final":[50],"prediction":[51],"be":[53],"derived":[54],"combining":[56],"model":[58],"predictions":[59],"parameters.":[62],"Secondly,":[63],"new":[65],"optimization":[66,120],"strategy":[67],"was":[68,76],"implemented":[69],"whereby":[70],"same":[72],"population":[73],"parents":[75],"selected":[77],"in":[78],"each":[79],"generation":[80],"candidate":[83],"offspring":[84],"solutions":[85],"were":[86],"generated":[87],"using":[88],"reproduction":[90],"operators,":[91],"selecting":[92],"most":[94],"promising":[95],"as":[96],"offspring.":[98],"Empirical":[99],"results":[100],"show":[101],"that":[102,131],"method":[104],"is":[105],"competitive":[106],"on":[107],"variety":[109],"benchmark":[111],"It":[113],"can":[114],"also":[115],"efficiently":[116],"solve":[117],"problems":[121],"within":[122],"limited":[124],"computational":[125],"budget,":[126],"its":[128],"exceeds":[130],"other":[133],"popular":[134],"surrogate-assisted":[135],"algorithms.":[137]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}