{"id":"https://openalex.org/W4401414144","doi":"https://doi.org/10.1109/cec60901.2024.10612173","title":"Surrogate Assisted Large-Scale Expensive Optimization With Difference-Based Infill Criterion","display_name":"Surrogate Assisted Large-Scale Expensive Optimization With Difference-Based Infill Criterion","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401414144","doi":"https://doi.org/10.1109/cec60901.2024.10612173"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10612173","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10612173","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/A5101935435","display_name":"Lu Wang","orcid":"https://orcid.org/0000-0002-3420-0620"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Wang","raw_affiliation_strings":["School of Computer Science and Technology, Taiyuan University of Science and Technology,Taiyuan,China,030024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Taiyuan University of Science and Technology,Taiyuan,China,030024","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083616531","display_name":"Chaoli Sun","orcid":"https://orcid.org/0000-0002-8011-8222"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoli Sun","raw_affiliation_strings":["School of Computer Science and Technology, Taiyuan University of Science and Technology,Taiyuan,China,030024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Taiyuan University of Science and Technology,Taiyuan,China,030024","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054223078","display_name":"Guochen Zhang","orcid":"https://orcid.org/0000-0002-8398-8290"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guochen Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Taiyuan University of Science and Technology,Taiyuan,China,030024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Taiyuan University of Science and Technology,Taiyuan,China,030024","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018259022","display_name":"Kaili Zhao","orcid":"https://orcid.org/0000-0002-1438-6165"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaili Zhao","raw_affiliation_strings":["School of Computer Science and Technology, Taiyuan University of Science and Technology,Taiyuan,China,030024"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Taiyuan University of Science and Technology,Taiyuan,China,030024","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085781660","display_name":"Hui Shi","orcid":"https://orcid.org/0000-0002-6849-0793"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Shi","raw_affiliation_strings":["School of Electronic Information Engineering, Taiyuan University of Science and Technology,Taiyuan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering, Taiyuan University of Science and Technology,Taiyuan,China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058109402","display_name":"Zongchao Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zongchao Xie","raw_affiliation_strings":["University of Melbourne,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Melbourne,Melbourne,Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10097843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9991000294685364,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9957000017166138,"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/infill","display_name":"Infill","score":0.6823071241378784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5134816765785217},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5092019438743591},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44826540350914},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.4351344108581543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.272041380405426},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1706615686416626},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.1498224437236786},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.052244484424591064}],"concepts":[{"id":"https://openalex.org/C2781219549","wikidata":"https://www.wikidata.org/wiki/Q811475","display_name":"Infill","level":2,"score":0.6823071241378784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5134816765785217},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5092019438743591},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44826540350914},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.4351344108581543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.272041380405426},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1706615686416626},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.1498224437236786},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.052244484424591064},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10612173","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10612173","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":[{"id":"https://openalex.org/G2595555843","display_name":null,"funder_award_id":"62372319","funder_id":"https://openalex.org/F4320321002","funder_display_name":"Research Promotion Foundation"}],"funders":[{"id":"https://openalex.org/F4320321002","display_name":"Research Promotion Foundation","ror":"https://ror.org/00en9ce74"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1555689267","https://openalex.org/W1985040279","https://openalex.org/W1995972800","https://openalex.org/W1996673440","https://openalex.org/W2002016471","https://openalex.org/W2038669746","https://openalex.org/W2055825262","https://openalex.org/W2091449455","https://openalex.org/W2140491475","https://openalex.org/W2145418868","https://openalex.org/W2152195021","https://openalex.org/W2155005783","https://openalex.org/W2155399784","https://openalex.org/W2485092703","https://openalex.org/W2564896438","https://openalex.org/W2735847872","https://openalex.org/W2753899746","https://openalex.org/W2907416561","https://openalex.org/W2916083864","https://openalex.org/W2963219770","https://openalex.org/W3081747092","https://openalex.org/W4236993164","https://openalex.org/W4240264115","https://openalex.org/W4298127537","https://openalex.org/W4298325746","https://openalex.org/W4313009019","https://openalex.org/W4327850793","https://openalex.org/W4385194762","https://openalex.org/W4387092619","https://openalex.org/W4389474281","https://openalex.org/W4390119962","https://openalex.org/W6759375221"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2004911770","https://openalex.org/W3171824618","https://openalex.org/W2167084128","https://openalex.org/W2606853574","https://openalex.org/W127466177","https://openalex.org/W2137145432","https://openalex.org/W2287816963","https://openalex.org/W2054777937"],"abstract_inverted_index":{"Large-scale":[0],"expensive":[1,18,72],"optimization":[2],"problems":[3,84],"(LSEOPs)":[4],"are":[5,37,79],"characterized":[6],"by":[7],"a":[8,60,68],"large":[9],"number":[10,76],"of":[11,23,77,89],"dimensions":[12],"in":[13],"the":[14,29,42,87,90,106],"decision":[15],"space":[16],"and":[17],"objective":[19,35,73],"functions.":[20],"The":[21,93],"curse":[22],"dimensionality":[24],"poses":[25],"challenges":[26],"to":[27,53,66,85],"achieving":[28],"optimal":[30],"solution,":[31],"especially":[32],"when":[33],"limited":[34],"evaluations":[36],"allowed.":[38],"In":[39],"this":[40],"paper,":[41],"cooperative":[43],"coevolution":[44],"framework":[45],"is":[46,51,64],"used.":[47],"A":[48,75],"PSO":[49],"variant":[50],"proposed":[52,65,91,99],"update":[54],"solutions":[55],"for":[56,70,111],"each":[57],"sub-problem.":[58],"Then,":[59],"difference-based":[61],"infill":[62],"criterion":[63],"select":[67],"solution":[69],"real":[71],"evaluation.":[74],"experiments":[78],"conducted":[80],"on":[81],"CEC'2013":[82],"test":[83],"verify":[86],"performance":[88,104],"method.":[92],"experimental":[94],"results":[95],"show":[96],"that":[97],"our":[98],"method":[100],"can":[101],"obtain":[102],"better":[103],"than":[105],"four":[107],"representative":[108],"methods":[109],"presented":[110],"solving":[112],"LSEOPs.":[113]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}