{"id":"https://openalex.org/W4401165419","doi":"https://doi.org/10.1007/s40747-024-01542-9","title":"Adaptive multi-stage evolutionary search for constrained multi-objective optimization","display_name":"Adaptive multi-stage evolutionary search for constrained multi-objective optimization","publication_year":2024,"publication_date":"2024-07-31","ids":{"openalex":"https://openalex.org/W4401165419","doi":"https://doi.org/10.1007/s40747-024-01542-9"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01542-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01542-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01542-9.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01542-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114911127","display_name":"Huiting Li","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huiting Li","raw_affiliation_strings":["State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-6712-9672","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032314861","display_name":"Yaochu Jin","orcid":"https://orcid.org/0000-0003-1100-0631"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]},{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Yaochu Jin","raw_affiliation_strings":["Department of Computer Science, University of Surrey, Guildford, GU2 7XH, UK","School of Engineering, Westlake University, Hangzhou, 310030, China","State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-1100-0631","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Surrey, Guildford, GU2 7XH, UK","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, 310030, China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004036087","display_name":"Ran Cheng","orcid":"https://orcid.org/0000-0001-9410-8263"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Cheng","raw_affiliation_strings":["Department of Computer Science and Engineering, Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114911127"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":1.3828,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82942364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"10","issue":"6","first_page":"7711","last_page":"7740"},"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":0.9997000098228455,"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":0.9986000061035156,"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/computational-intelligence","display_name":"Computational intelligence","score":0.852432370185852},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5410624146461487},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5353451371192932},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.518346905708313},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5126863718032837},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3466462790966034},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26570793986320496},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1788085401058197}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.852432370185852},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5410624146461487},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5353451371192932},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.518346905708313},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5126863718032837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3466462790966034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26570793986320496},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1788085401058197},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s40747-024-01542-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01542-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01542-9.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:pub.uni-bielefeld.de:2991628","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:0070-pub-29916284","pdf_url":"https://pub.uni-bielefeld.de/download/2991628/2991630","source":{"id":"https://openalex.org/S4306401670","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/coar/resource_type/c_6501"},{"id":"pmh:oai:doaj.org/article:66e1a9c0cc8c4dce8b48a844a925e211","is_oa":true,"landing_page_url":"https://doaj.org/article/66e1a9c0cc8c4dce8b48a844a925e211","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 10, Iss 6, Pp 7711-7740 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01542-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01542-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01542-9.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G398384190","display_name":null,"funder_award_id":"62172143","funder_id":"https://openalex.org/F4320322429","funder_display_name":"Northeastern University"}],"funders":[{"id":"https://openalex.org/F4320322429","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401165419.pdf","grobid_xml":"https://content.openalex.org/works/W4401165419.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1987443278","https://openalex.org/W2021437384","https://openalex.org/W2022485595","https://openalex.org/W2027679202","https://openalex.org/W2031319386","https://openalex.org/W2041801491","https://openalex.org/W2069741545","https://openalex.org/W2069975224","https://openalex.org/W2085507535","https://openalex.org/W2085572003","https://openalex.org/W2111526171","https://openalex.org/W2112912151","https://openalex.org/W2126105956","https://openalex.org/W2136017933","https://openalex.org/W2153654820","https://openalex.org/W2582113504","https://openalex.org/W2731819575","https://openalex.org/W2735344514","https://openalex.org/W2764251381","https://openalex.org/W2802427749","https://openalex.org/W2901888116","https://openalex.org/W2902194717","https://openalex.org/W2912180855","https://openalex.org/W2914106598","https://openalex.org/W2962947982","https://openalex.org/W2963115819","https://openalex.org/W2963371534","https://openalex.org/W2982328033","https://openalex.org/W3004019026","https://openalex.org/W3012133843","https://openalex.org/W3036925570","https://openalex.org/W3098978449","https://openalex.org/W3126639668","https://openalex.org/W3133850968","https://openalex.org/W3134125492","https://openalex.org/W3136310514","https://openalex.org/W3155310843","https://openalex.org/W3164463895","https://openalex.org/W3167591632","https://openalex.org/W3180532788","https://openalex.org/W3197946950","https://openalex.org/W3215619686","https://openalex.org/W4206918614","https://openalex.org/W4220719186","https://openalex.org/W4226018756","https://openalex.org/W4252469213","https://openalex.org/W4285219208"],"related_works":["https://openalex.org/W2329386257","https://openalex.org/W2503350049","https://openalex.org/W2397616145","https://openalex.org/W2397320258","https://openalex.org/W4324058133","https://openalex.org/W648618910","https://openalex.org/W4393624937","https://openalex.org/W4296658948","https://openalex.org/W2887328214","https://openalex.org/W2116464912"],"abstract_inverted_index":{"Abstract":[0],"In":[1,102],"this":[2],"paper,":[3],"we":[4],"propose":[5],"a":[6,113,165],"multi-stage":[7],"evolutionary":[8,33,109,148],"framework":[9,142,162],"with":[10,85,143],"adaptive":[11],"selection":[12],"(MSEFAS)":[13],"for":[14,173],"efficiently":[15,117],"handling":[16,164],"constrained":[17,130,146],"multi-objective":[18,147],"optimization":[19,27,83,176],"problems":[20],"(CMOPs).":[21],"MSEFAS":[22,80,111],"has":[23],"two":[24,74],"stages":[25,75],"of":[26,32,72,88,108,122,159,168],"in":[28,76,163],"its":[29,171],"early":[30,78],"phase":[31,107],"search:":[34],"one":[35],"stage":[36,53,84,94,115],"that":[37,54],"encourages":[38],"promising":[39],"infeasible":[40,61],"solutions":[41,90],"to":[42,58,116],"approach":[43],"the":[44,51,56,69,77,82,92,96,99,105,119,126,129,140,157,160],"feasible":[45],"region":[46],"and":[47,50,63,95,134],"increases":[48],"diversity,":[49],"other":[52,97],"enables":[55],"population":[57],"span":[59],"large":[60],"regions":[62],"accelerates":[64],"convergence.":[65],"To":[66],"adaptively":[67],"determine":[68],"execution":[70],"order":[71],"these":[73],"process,":[79],"treats":[81],"higher":[86],"validity":[87],"selected":[89],"as":[91,98],"first":[93],"second":[100],"one.":[101],"addition,":[103],"at":[104],"late":[106],"search,":[110],"introduces":[112],"third":[114],"handle":[118],"various":[120],"characteristics":[121],"CMOPs":[123],"by":[124],"considering":[125],"relationship":[127],"between":[128],"Pareto":[131,136],"fronts":[132],"(CPF)":[133],"unconstrained":[135],"fronts.":[137],"We":[138],"compare":[139],"proposed":[141,161],"eleven":[144],"state-of-the-art":[145],"algorithms":[149],"on":[150],"56":[151],"benchmark":[152],"CMOPs.":[153],"Our":[154],"results":[155],"demonstrate":[156],"effectiveness":[158],"wide":[166],"range":[167],"CMOPs,":[169],"showcasing":[170],"potential":[172],"solving":[174],"complex":[175],"problems.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2025-10-10T00:00:00"}