{"id":"https://openalex.org/W7161184272","doi":"https://doi.org/10.1016/j.eswa.2026.132718","title":"A stage-aware multi-population differential evolution framework for constrained multi-objective and single-objective optimization","display_name":"A stage-aware multi-population differential evolution framework for constrained multi-objective and single-objective optimization","publication_year":2026,"publication_date":"2026-05-14","ids":{"openalex":"https://openalex.org/W7161184272","doi":"https://doi.org/10.1016/j.eswa.2026.132718"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.132718","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.132718","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","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/A5058376720","display_name":"Xiaolin Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolin Yi","raw_affiliation_strings":["College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000074603","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0002-4091-8532"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Yang","raw_affiliation_strings":["College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China"],"raw_orcid":"https://orcid.org/0009-0007-0195-0816","affiliations":[{"raw_affiliation_string":"College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136106698","display_name":"Xianfeng Ding","orcid":"https://orcid.org/0000-0002-0275-1292"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianfeng Ding","raw_affiliation_strings":["College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China"],"raw_orcid":"https://orcid.org/0000-0002-0275-1292","affiliations":[{"raw_affiliation_string":"College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121897198","display_name":"Qin Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Zheng","raw_affiliation_strings":["College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031230437","display_name":"Linqi Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linqi Zeng","raw_affiliation_strings":["College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Southwest Petroleum University, Chengdu, 610500, Sichuan Province, China","institution_ids":["https://openalex.org/I165745306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000074603"],"corresponding_institution_ids":["https://openalex.org/I165745306"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.62199849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"326","issue":null,"first_page":"132718","last_page":"132718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.98580002784729,"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":0.98580002784729,"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":0.00570000009611249,"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/T11115","display_name":"Topology Optimization in Engineering","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.642799973487854},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6219000220298767},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5852000117301941},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.477400004863739},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4738999903202057},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.453900009393692},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.447299987077713},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42309999465942383},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.38089999556541443}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6432999968528748},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.642799973487854},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6219000220298767},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5968000292778015},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5852000117301941},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.477400004863739},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4738999903202057},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.453900009393692},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.447299987077713},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42309999465942383},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.38089999556541443},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.3443000018596649},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.3249000012874603},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.32120001316070557},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.31859999895095825},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27970001101493835},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.267300009727478},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.2563000023365021}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.132718","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.132718","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4590741991996765,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1996545838","https://openalex.org/W2008002935","https://openalex.org/W2022485595","https://openalex.org/W2085507535","https://openalex.org/W2110368321","https://openalex.org/W2112036188","https://openalex.org/W2126105956","https://openalex.org/W2136918060","https://openalex.org/W2155529731","https://openalex.org/W2890957380","https://openalex.org/W2914106598","https://openalex.org/W2950241207","https://openalex.org/W2962947982","https://openalex.org/W2963115819","https://openalex.org/W2963185242","https://openalex.org/W2971232046","https://openalex.org/W2999858189","https://openalex.org/W3004019026","https://openalex.org/W3012133843","https://openalex.org/W3036925570","https://openalex.org/W3045883990","https://openalex.org/W3048127411","https://openalex.org/W3072338866","https://openalex.org/W3098978449","https://openalex.org/W3114563514","https://openalex.org/W3126639668","https://openalex.org/W3130754880","https://openalex.org/W3134125492","https://openalex.org/W3136310514","https://openalex.org/W3140707475","https://openalex.org/W3195664246","https://openalex.org/W3202390792","https://openalex.org/W4205129187","https://openalex.org/W4206918614","https://openalex.org/W4214710237","https://openalex.org/W4224118916","https://openalex.org/W4224286655","https://openalex.org/W4281788498","https://openalex.org/W4282917145","https://openalex.org/W4286515866","https://openalex.org/W4287845685","https://openalex.org/W4290058881","https://openalex.org/W4306406031","https://openalex.org/W4319004787","https://openalex.org/W4319459161","https://openalex.org/W4320015745","https://openalex.org/W4366245592","https://openalex.org/W4375843772","https://openalex.org/W4390421890","https://openalex.org/W4390582785","https://openalex.org/W4399116693","https://openalex.org/W4400066651","https://openalex.org/W4400344436","https://openalex.org/W4405912770","https://openalex.org/W4405982321","https://openalex.org/W4406025394","https://openalex.org/W4408089173","https://openalex.org/W4408609187","https://openalex.org/W4408972384","https://openalex.org/W4409454586","https://openalex.org/W4410287749","https://openalex.org/W4410973608","https://openalex.org/W4411562408","https://openalex.org/W4414709259"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-15T06:12:33.780692","created_date":"2026-05-15T00:00:00"}