{"id":"https://openalex.org/W4226280146","doi":"https://doi.org/10.1109/access.2022.3170032","title":"Adaptive Genetic Algorithm Based on Individual Similarity to Solve Multi-Objective Flexible Job-Shop Scheduling Problem","display_name":"Adaptive Genetic Algorithm Based on Individual Similarity to Solve Multi-Objective Flexible Job-Shop Scheduling Problem","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226280146","doi":"https://doi.org/10.1109/access.2022.3170032"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3170032","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3170032","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09762751.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09762751.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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"]},{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu Liang","raw_affiliation_strings":["Computer School, Beijing Information Science and Technology University, Beijing, China","Software Technology Institute, Dalian Jiaotong University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Software Technology Institute, Dalian Jiaotong University, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376160","display_name":"Yifan Liu","orcid":"https://orcid.org/0000-0003-0287-3684"},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Liu","raw_affiliation_strings":["Software Technology Institute, Dalian Jiaotong University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Software Technology Institute, Dalian Jiaotong University, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058078074","display_name":"Xiaolin Gu","orcid":"https://orcid.org/0000-0002-4915-7573"},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolin Gu","raw_affiliation_strings":["School of Computer and Communication Engineering, Dalian Jiaotong University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Dalian Jiaotong University, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101426138","display_name":"Ming Huang","orcid":"https://orcid.org/0000-0002-7429-9442"},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Huang","raw_affiliation_strings":["Software Technology Institute, Dalian Jiaotong University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Software Technology Institute, Dalian Jiaotong University, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079761947","display_name":"Fajun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I7350606","display_name":"Dalian Jiaotong University","ror":"https://ror.org/05gp45n31","country_code":"CN","type":"education","lineage":["https://openalex.org/I7350606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fajun Guo","raw_affiliation_strings":["Software Technology Institute, Dalian Jiaotong University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Software Technology Institute, Dalian Jiaotong University, Dalian, China","institution_ids":["https://openalex.org/I7350606"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100741492"],"corresponding_institution_ids":["https://openalex.org/I7350606","https://openalex.org/I78675632"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9339,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77856479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"45748","last_page":"45758"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9943000078201294,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9836999773979187,"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/job-shop-scheduling","display_name":"Job shop scheduling","score":0.740561842918396},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.7144204378128052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6810199022293091},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.591792106628418},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.570266604423523},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.5480608344078064},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5459181666374207},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.4600524604320526},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4351259469985962},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3157380521297455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26859375834465027},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18833869695663452},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.10665595531463623}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.740561842918396},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7144204378128052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6810199022293091},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.591792106628418},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.570266604423523},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.5480608344078064},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5459181666374207},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.4600524604320526},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4351259469985962},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3157380521297455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26859375834465027},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18833869695663452},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.10665595531463623},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3170032","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3170032","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09762751.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:911916415dfc4fdbbb02a7668e4c48e0","is_oa":true,"landing_page_url":"https://doaj.org/article/911916415dfc4fdbbb02a7668e4c48e0","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":"IEEE Access, Vol 10, Pp 45748-45758 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3170032","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3170032","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09762751.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4226280146.pdf","grobid_xml":"https://content.openalex.org/works/W4226280146.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1588382077","https://openalex.org/W2782628021","https://openalex.org/W2898825004","https://openalex.org/W2922565058","https://openalex.org/W2963761794","https://openalex.org/W2972063418","https://openalex.org/W2972440435","https://openalex.org/W2972604512","https://openalex.org/W3008568572","https://openalex.org/W3011707683","https://openalex.org/W3089200337","https://openalex.org/W3138807544","https://openalex.org/W3179097139"],"related_works":["https://openalex.org/W2883079124","https://openalex.org/W2368984651","https://openalex.org/W1581086569","https://openalex.org/W2805964811","https://openalex.org/W1999029646","https://openalex.org/W2117254955","https://openalex.org/W2793006007","https://openalex.org/W2367028850","https://openalex.org/W2743287054","https://openalex.org/W4366724929"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,22,60,64,67,74,77,80,91,101,104,143,147,151,158],"coupling":[3],"of":[4,66,76,83,98,150],"energy":[5,19],"consumption":[6,20],"and":[7,18,29,51,63,95,103,112,118,130,169],"completion":[8,48],"time":[9,49],"in":[10,100,171],"flexible":[11,172],"job-shop":[12,173],"scheduling,":[13],"this":[14],"paper":[15],"took":[16],"makespan":[17],"as":[21],"optimization":[23],"objectives,":[24],"established":[25],"a":[26,31,40],"scheduling":[27,32],"model,":[28],"proposed":[30,159],"strategy":[33],"based":[34,44,133,163],"on":[35,45,134,164],"improved":[36,127],"genetic":[37,161],"algorithm.":[38,152],"Firstly,":[39],"hybrid":[41],"initialization":[42],"method":[43,82],"global":[46,52],"minimum":[47,53],"selection":[50,55],"workload":[54],"is":[56,70,86,137,140,167],"introduced":[57],"to":[58,72,90,142,145],"generate":[59],"initial":[61,68],"population,":[62,102],"scale":[65],"population":[69],"expanded":[71],"increase":[73],"diversity":[75],"population;":[78],"Secondly,":[79],"generation":[81],"offspring":[84],"individuals":[85,99,106],"improved,":[87],"grouped":[88],"according":[89],"non-dominated":[92],"ranking":[93],"level":[94],"crowding":[96],"degree":[97],"self-contained":[105],"are":[107],"generated":[108],"by":[109],"performing":[110],"crossover":[111,121,129],"mutation,":[113],"neighborhood":[114],"search":[115,148],"simulated":[116],"annealing":[117],"reverse":[119],"learning":[120],"mutation":[122,131],"operations":[123],"respectively.":[124],"Finally,":[125],"an":[126],"adaptive":[128,160],"operation":[132],"individual":[135,165],"similarity":[136,166],"proposed,":[138],"which":[139],"applied":[141],"algorithm":[144,162],"improve":[146],"ability":[149],"Relevant":[153],"experimental":[154],"results":[155],"show":[156],"that":[157],"feasible":[168],"effective":[170],"scheduling.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}