{"id":"https://openalex.org/W4406611556","doi":"https://doi.org/10.1109/smc54092.2024.10831958","title":"An Evolutionary Framework for Large-Scale Constrained Optimization","display_name":"An Evolutionary Framework for Large-Scale Constrained Optimization","publication_year":2024,"publication_date":"2024-10-06","ids":{"openalex":"https://openalex.org/W4406611556","doi":"https://doi.org/10.1109/smc54092.2024.10831958"},"language":"en","primary_location":{"id":"doi:10.1109/smc54092.2024.10831958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004219435","display_name":"Mohamed A. Meselhi","orcid":"https://orcid.org/0000-0003-3248-3847"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohamed Meselhi","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003285997","display_name":"Noha Hamza","orcid":null},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Noha Hamza","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063874940","display_name":"Saber Elsayed","orcid":"https://orcid.org/0000-0003-0836-6122"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saber Elsayed","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003507463","display_name":"Daryl Essam","orcid":"https://orcid.org/0000-0002-6923-7079"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daryl Essam","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027440671","display_name":"Ruhul Sarker","orcid":"https://orcid.org/0000-0002-1363-2774"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ruhul Sarker","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.28884686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3751","last_page":"3756"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.5787000060081482,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.5787000060081482,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.550000011920929,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.5023999810218811,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.625353217124939},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5227551460266113},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.41223135590553284},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3732786178588867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2462756633758545},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.158575177192688},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07049474120140076}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.625353217124939},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5227551460266113},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.41223135590553284},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3732786178588867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2462756633758545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.158575177192688},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07049474120140076},{"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/smc54092.2024.10831958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":31,"referenced_works":["https://openalex.org/W120185646","https://openalex.org/W1555689267","https://openalex.org/W1595159159","https://openalex.org/W1969543477","https://openalex.org/W2018980645","https://openalex.org/W2061706483","https://openalex.org/W2062050542","https://openalex.org/W2074194260","https://openalex.org/W2078381259","https://openalex.org/W2078702416","https://openalex.org/W2081524587","https://openalex.org/W2082754320","https://openalex.org/W2106980278","https://openalex.org/W2110368321","https://openalex.org/W2145479420","https://openalex.org/W2151339633","https://openalex.org/W2155005783","https://openalex.org/W2158675665","https://openalex.org/W2160615157","https://openalex.org/W2239082846","https://openalex.org/W2419306226","https://openalex.org/W2514971724","https://openalex.org/W2558123409","https://openalex.org/W2581567906","https://openalex.org/W2892336140","https://openalex.org/W3095569156","https://openalex.org/W3191266459","https://openalex.org/W3193603477","https://openalex.org/W3213411027","https://openalex.org/W3217501232","https://openalex.org/W4200048339"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"recent":[1],"decades,":[2],"large-scale":[3,68],"optimization":[4,32,40],"has":[5,48],"received":[6],"significant":[7],"research":[8,56],"attention;":[9],"however,":[10],"most":[11],"of":[12,24,30,37,54,123],"these":[13],"studies":[14],"have":[15,92],"not":[16],"considered":[17],"problems":[18,41],"with":[19],"functional":[20],"constraints.":[21],"The":[22,72,114],"introduction":[23],"constraints":[25],"significantly":[26],"amplifies":[27],"the":[28,35,101,111],"difficulty":[29],"solving":[31],"problems.":[33,71],"Given":[34],"preva-lence":[36],"high-dimensional":[38],"constrained":[39,69,124],"in":[42],"real-world":[43],"applications,":[44],"a":[45,61,75,85,120],"critical":[46],"need":[47],"emerged":[49],"for":[50],"an":[51],"in-depth":[52],"exploration":[53],"this":[55],"domain.":[57],"This":[58],"paper":[59],"presents":[60],"novel":[62],"framework":[63,73,102],"that":[64,78,91],"can":[65],"tackle":[66],"complex,":[67],"optimisation":[70],"incorpo-rates":[74],"decomposition":[76],"method":[77],"leverages":[79],"interactions":[80],"among":[81],"decision":[82],"variables,":[83],"employing":[84],"contribution-based":[86],"strategy":[87],"to":[88,106,133],"prioritize":[89],"subproblems":[90],"more":[93],"substantial":[94],"influence":[95],"on":[96,119],"enhancing":[97],"solution":[98],"quality.":[99],"Furthermore,":[100],"integrates":[103],"constraint":[104,108],"consensus":[105],"mitigate":[107],"violations":[109],"throughout":[110],"search":[112],"process.":[113],"proposed":[115],"algorithm":[116],"is":[117],"evaluated":[118],"test":[121],"suite":[122],"overlapping":[125],"problems,":[126],"revealing":[127],"its":[128],"superior":[129],"performance":[130],"when":[131],"compared":[132],"other":[134],"state-of-the-art":[135],"algorithms.":[136]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
