{"id":"https://openalex.org/W2898165512","doi":"https://doi.org/10.1109/tetci.2018.2872029","title":"Surrogate-Assisted Evolutionary Framework for Data-Driven Dynamic Optimization","display_name":"Surrogate-Assisted Evolutionary Framework for Data-Driven Dynamic Optimization","publication_year":2018,"publication_date":"2018-10-24","ids":{"openalex":"https://openalex.org/W2898165512","doi":"https://doi.org/10.1109/tetci.2018.2872029","mag":"2898165512"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2018.2872029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2018.2872029","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5001184471","display_name":"Wenjian Luo","orcid":"https://orcid.org/0000-0002-8357-1655"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjian Luo","raw_affiliation_strings":["School of Computer Science and Technology, and the Anhui Province Key Laboratory of Software Engineering in Computing and Communication, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, and the Anhui Province Key Laboratory of Software Engineering in Computing and Communication, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060013313","display_name":"Ruikang Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruikang Yi","raw_affiliation_strings":["School of Computer Science and Technology, and the Anhui Province Key Laboratory of Software Engineering in Computing and Communication, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, and the Anhui Province Key Laboratory of Software Engineering in Computing and Communication, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036688125","display_name":"Bin Yang","orcid":"https://orcid.org/0000-0001-7175-8001"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yang","raw_affiliation_strings":["School of Computer Science and Technology, and the Anhui Province Key Laboratory of Software Engineering in Computing and Communication, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, and the Anhui Province Key Laboratory of Software Engineering in Computing and Communication, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088215141","display_name":"Peilan Xu","orcid":"https://orcid.org/0000-0002-6627-2514"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peilan Xu","raw_affiliation_strings":["School of Computer Science and Technology, and the Anhui Province Key Laboratory of Software Engineering in Computing and Communication, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, and the Anhui Province Key Laboratory of Software Engineering in Computing and Communication, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001184471"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":3.4328,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.93809183,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"3","issue":"2","first_page":"137","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9994000196456909,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9976999759674072,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6943206787109375},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.687185525894165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6386064291000366},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6221394538879395},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5835515260696411},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.513456404209137},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5019104480743408},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.43751460313796997},{"id":"https://openalex.org/keywords/human-based-evolutionary-computation","display_name":"Human-based evolutionary computation","score":0.42178580164909363},{"id":"https://openalex.org/keywords/interactive-evolutionary-computation","display_name":"Interactive evolutionary computation","score":0.41194021701812744},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.31463390588760376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2786288857460022},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.207554429769516},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18260592222213745}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6943206787109375},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.687185525894165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6386064291000366},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6221394538879395},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5835515260696411},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.513456404209137},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5019104480743408},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.43751460313796997},{"id":"https://openalex.org/C158564503","wikidata":"https://www.wikidata.org/wiki/Q5936745","display_name":"Human-based evolutionary computation","level":5,"score":0.42178580164909363},{"id":"https://openalex.org/C123189799","wikidata":"https://www.wikidata.org/wiki/Q6045380","display_name":"Interactive evolutionary computation","level":4,"score":0.41194021701812744},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.31463390588760376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2786288857460022},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.207554429769516},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18260592222213745},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2018.2872029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2018.2872029","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8760170119","display_name":null,"funder_award_id":"61573327","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1518025915","https://openalex.org/W1520622896","https://openalex.org/W1543559221","https://openalex.org/W1968005908","https://openalex.org/W1986089270","https://openalex.org/W1998227655","https://openalex.org/W2003839735","https://openalex.org/W2011174137","https://openalex.org/W2029849000","https://openalex.org/W2031569136","https://openalex.org/W2050403199","https://openalex.org/W2074959697","https://openalex.org/W2096369439","https://openalex.org/W2110194546","https://openalex.org/W2137130066","https://openalex.org/W2139386984","https://openalex.org/W2143503407","https://openalex.org/W2145113795","https://openalex.org/W2147585405","https://openalex.org/W2148458253","https://openalex.org/W2156106639","https://openalex.org/W2215853505","https://openalex.org/W2336467679","https://openalex.org/W2342523745","https://openalex.org/W2363239017","https://openalex.org/W2407966813","https://openalex.org/W2546299924","https://openalex.org/W2566693540","https://openalex.org/W2573212983","https://openalex.org/W2755500111","https://openalex.org/W2765791328","https://openalex.org/W2769009649","https://openalex.org/W2785413436","https://openalex.org/W6630740437","https://openalex.org/W6632389782"],"related_works":["https://openalex.org/W1573147006","https://openalex.org/W2528958959","https://openalex.org/W4879471","https://openalex.org/W1852966908","https://openalex.org/W41249964","https://openalex.org/W68304801","https://openalex.org/W2086263357","https://openalex.org/W2482072397","https://openalex.org/W2616345470","https://openalex.org/W2994924670"],"abstract_inverted_index":{"Recently,":[0],"dynamic":[1,21,28,43,55,68],"optimization":[2,29,56,69],"has":[3],"received":[4],"much":[5],"attention":[6],"from":[7],"the":[8,66,76,79,87],"swarm":[9],"and":[10,23],"evolutionary":[11,20,27,42,50],"computation":[12],"community.":[13],"However,":[14],"few":[15],"studies":[16],"have":[17],"investigated":[18],"data-driven":[19,41,54],"optimization,":[22],"most":[24],"algorithms":[25],"for":[26,52,92],"are":[30],"based":[31,64],"on":[32,65],"analytical":[33],"mathematical":[34],"functions.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39,46,60],"investigate":[40],"optimization.":[44],"First,":[45],"develop":[47],"a":[48,62],"surrogate-assisted":[49],"framework":[51,89],"solving":[53,93],"problems":[57,70],"(DD-DOPs).":[58],"Second,":[59],"employ":[61],"benchmark":[63],"typical":[67],"set":[71],"in":[72],"order":[73],"to":[74],"verify":[75],"performance":[77],"of":[78],"proposed":[80,88],"framework.":[81],"The":[82],"experimental":[83],"results":[84],"demonstrate":[85],"that":[86],"is":[90],"effective":[91],"DD-DOPs.":[94]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}