{"id":"https://openalex.org/W4408092745","doi":"https://doi.org/10.1109/acai63924.2024.10899580","title":"An Adaptive Dual-Archive SPEA2 For Solving Multi-Objective Flexible Job Shop Scheduling Problems","display_name":"An Adaptive Dual-Archive SPEA2 For Solving Multi-Objective Flexible Job Shop Scheduling Problems","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4408092745","doi":"https://doi.org/10.1109/acai63924.2024.10899580"},"language":"en","primary_location":{"id":"doi:10.1109/acai63924.2024.10899580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acai63924.2024.10899580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI)","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/A5101410959","display_name":"L. Hao","orcid":"https://orcid.org/0000-0001-8162-4277"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Linyuan Hao","raw_affiliation_strings":["Computer School Beijing Information Science &#x0026; Technology University,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Computer School Beijing Information Science &#x0026; Technology University,Beijing,China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741492","display_name":"Xu Liang","orcid":"https://orcid.org/0000-0003-4189-164X"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Liang","raw_affiliation_strings":["Computer School Beijing Information Science &#x0026; Technology University,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Computer School Beijing Information Science &#x0026; Technology University,Beijing,China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035252092","display_name":"Zhiyuan Zou","orcid":"https://orcid.org/0000-0001-9412-7368"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Zou","raw_affiliation_strings":["Computer School Beijing Information Science &#x0026; Technology University,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Computer School Beijing Information Science &#x0026; Technology University,Beijing,China","institution_ids":["https://openalex.org/I78675632"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101410959"],"corresponding_institution_ids":["https://openalex.org/I78675632"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41870211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.986299991607666,"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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.986299991607666,"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"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9103999733924866,"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/dual","display_name":"Dual (grammatical number)","score":0.73933345079422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6968994736671448},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6150923371315002},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5413652658462524},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.44025373458862305},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.43236014246940613},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3998253643512726},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.30637866258621216},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2292804718017578},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15226539969444275},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08611315488815308},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.06587642431259155}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.73933345079422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6968994736671448},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6150923371315002},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5413652658462524},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.44025373458862305},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.43236014246940613},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3998253643512726},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30637866258621216},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2292804718017578},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15226539969444275},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08611315488815308},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.06587642431259155},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acai63924.2024.10899580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acai63924.2024.10899580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2098650167","https://openalex.org/W2894174966","https://openalex.org/W2904742273","https://openalex.org/W2911492105","https://openalex.org/W3002128594","https://openalex.org/W3043376652","https://openalex.org/W3209635021","https://openalex.org/W4286776175","https://openalex.org/W4293581584","https://openalex.org/W4307957018","https://openalex.org/W4310138322","https://openalex.org/W4364359945","https://openalex.org/W4386577614","https://openalex.org/W4388840804","https://openalex.org/W4390368000","https://openalex.org/W4391248401","https://openalex.org/W4392271744"],"related_works":["https://openalex.org/W2967782293","https://openalex.org/W2185192838","https://openalex.org/W2069961172","https://openalex.org/W2955323683","https://openalex.org/W1564838499","https://openalex.org/W2559484340","https://openalex.org/W26892725","https://openalex.org/W2165758382","https://openalex.org/W1971939018","https://openalex.org/W3155166764"],"abstract_inverted_index":{"For":[0],"high-dimensional":[1,73],"multi-objective":[2,39,74,114],"flexible":[3,40,115],"job":[4,41,116],"shop":[5,42,117],"scheduling":[6,43,118],"problems,":[7],"balancing":[8],"solution":[9,90],"diversity":[10,22],"and":[11,51,81,88,103,120,129],"convergence":[12,24,128],"is":[13],"crucial.":[14],"However,":[15],"existing":[16],"studies":[17],"often":[18],"focus":[19],"on":[20,72],"either":[21],"or":[23],"alone,":[25],"overlooking":[26],"the":[27,56,108],"potential":[28],"of":[29,110],"optimizing":[30],"both":[31,127],"synergistically.":[32],"To":[33],"address":[34],"this,":[35],"we":[36],"introduced":[37],"a":[38],"model":[44],"with":[45],"makespan,":[46],"total":[47,52],"machine":[48,53],"energy":[49],"consumption,":[50],"load":[54],"as":[55],"optimization":[57,75],"objectives.":[58],"We":[59],"proposed":[60,79],"an":[61,96],"Adaptive":[62],"Dual-Archive":[63],"Strength":[64],"Pareto":[65],"Evolutionary":[66],"Algorithm":[67],"(ADASPEA2)":[68],"to":[69,84,100],"improve":[70],"performance":[71],"problems.":[76],"This":[77],"algorithm":[78,112],"primary":[80],"auxiliary":[82],"archives":[83],"retain":[85],"elite":[86],"solutions":[87],"maintain":[89],"diversity,":[91],"respectively,":[92],"while":[93],"dynamically":[94],"adjusting":[95],"adaptive":[97],"fitness":[98],"threshold":[99],"balance":[101],"search":[102],"convergence.":[104],"Experimental":[105],"results":[106],"confirm":[107],"feasibility":[109],"this":[111],"for":[113],"optimization,":[119],"benchmark":[121],"tests":[122],"demonstrate":[123],"significant":[124],"advantages":[125],"in":[126],"diversity.":[130]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
