{"id":"https://openalex.org/W2000236941","doi":"https://doi.org/10.2298/csis090608017l","title":"A hybrid variable neighborhood search algorithm for solving multi-objective flexible job shop problems","display_name":"A hybrid variable neighborhood search algorithm for solving multi-objective flexible job shop problems","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2000236941","doi":"https://doi.org/10.2298/csis090608017l","mag":"2000236941"},"language":"en","primary_location":{"id":"doi:10.2298/csis090608017l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis090608017l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141000017L","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141000017L","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100623235","display_name":"Junqing Li","orcid":"https://orcid.org/0009-0006-9045-0778"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun-Qing Li","raw_affiliation_strings":["nema","College of Computer Science, Liaocheng University Liaocheng, 252059, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"nema","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science, Liaocheng University Liaocheng, 252059, People's Republic of China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082315337","display_name":"Quan-Ke Pan","orcid":"https://orcid.org/0000-0002-5022-7946"},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan-Ke Pan","raw_affiliation_strings":["nema","College of Computer Science, Liaocheng University Liaocheng, 252059, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"nema","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science, Liaocheng University Liaocheng, 252059, People's Republic of China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111509128","display_name":"Shengxian Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng-Xian Xie","raw_affiliation_strings":["nema","College of Computer Science, Liaocheng University Liaocheng, 252059, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"nema","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science, Liaocheng University Liaocheng, 252059, People's Republic of China","institution_ids":["https://openalex.org/I196934937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I196934937"],"apc_list":null,"apc_paid":null,"fwci":9.68,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.9754668,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":"4","first_page":"907","last_page":"930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":1.0,"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":1.0,"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":0.9975000023841858,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9921000003814697,"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":0.8172671794891357},{"id":"https://openalex.org/keywords/variable-neighborhood-search","display_name":"Variable neighborhood search","score":0.726778507232666},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6128727793693542},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5909302234649658},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5860495567321777},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4967344403266907},{"id":"https://openalex.org/keywords/hybrid-algorithm","display_name":"Hybrid algorithm (constraint satisfaction)","score":0.49489206075668335},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4833352267742157},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4337465167045593},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.43134790658950806},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.22761082649230957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21175616979599},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16650012135505676},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13833746314048767},{"id":"https://openalex.org/keywords/constraint-satisfaction","display_name":"Constraint satisfaction","score":0.08762013912200928},{"id":"https://openalex.org/keywords/local-consistency","display_name":"Local consistency","score":0.08170825242996216}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8172671794891357},{"id":"https://openalex.org/C2776435737","wikidata":"https://www.wikidata.org/wiki/Q7915703","display_name":"Variable neighborhood search","level":3,"score":0.726778507232666},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6128727793693542},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5909302234649658},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5860495567321777},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4967344403266907},{"id":"https://openalex.org/C62469222","wikidata":"https://www.wikidata.org/wiki/Q17092103","display_name":"Hybrid algorithm (constraint satisfaction)","level":5,"score":0.49489206075668335},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4833352267742157},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4337465167045593},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.43134790658950806},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.22761082649230957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21175616979599},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16650012135505676},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13833746314048767},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.08762013912200928},{"id":"https://openalex.org/C137105694","wikidata":"https://www.wikidata.org/wiki/Q3407510","display_name":"Local consistency","level":4,"score":0.08170825242996216},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2298/csis090608017l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis090608017l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141000017L","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doiserbia:1820-02141000017L","is_oa":false,"landing_page_url":"http://doi.org/10.2298/CSIS090608017L","pdf_url":null,"source":{"id":"https://openalex.org/S4306400515","display_name":"Digital Object Identifier (DOI) Repository Serbia (National Library of Serbia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210142455","host_organization_name":"National Library of Serbia","host_organization_lineage":["https://openalex.org/I4210142455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":". (00) 17-17"}],"best_oa_location":{"id":"doi:10.2298/csis090608017l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis090608017l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141000017L","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G6921549901","display_name":null,"funder_award_id":"60874075","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G859528670","display_name":"\u57fa\u4e8e\u5b66\u4e60\u673a\u5236\u7684\u7fa4\u667a\u80fd\u8c03\u5ea6\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"70871065","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321883","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53"},{"id":"https://openalex.org/F4320326834","display_name":"State Key Lab of Digital Manufacturing Equipment and Technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2000236941.pdf","grobid_xml":"https://content.openalex.org/works/W2000236941.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1541288193","https://openalex.org/W1588382077","https://openalex.org/W1964674593","https://openalex.org/W1967271207","https://openalex.org/W1970176495","https://openalex.org/W1971338172","https://openalex.org/W2006389447","https://openalex.org/W2036942713","https://openalex.org/W2037678563","https://openalex.org/W2046437335","https://openalex.org/W2076785727","https://openalex.org/W2081278763","https://openalex.org/W2088304441","https://openalex.org/W2120855292","https://openalex.org/W2157846217","https://openalex.org/W2166900052"],"related_works":["https://openalex.org/W2556913477","https://openalex.org/W2900095789","https://openalex.org/W1629709517","https://openalex.org/W2069750233","https://openalex.org/W2378678635","https://openalex.org/W3093943958","https://openalex.org/W3006946206","https://openalex.org/W2035370961","https://openalex.org/W2096353106","https://openalex.org/W3216589706"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,46,86],"novel":[6],"hybrid":[7,75],"variable":[8],"neighborhood":[9],"search":[10,89],"algorithm":[11,16,76,126,138],"combining":[12],"with":[13],"the":[14,20,30,32,39,42,74,110,123,130],"genetic":[15],"(VNS+GA)":[17],"for":[18],"solving":[19],"multi-objective":[21],"flexible":[22],"job":[23],"shop":[24],"scheduling":[25],"problems":[26],"(FJSPs)":[27],"to":[28,60,77,99,129],"minimize":[29],"makespan,":[31],"total":[33],"workload":[34,40],"of":[35,41,48,144],"all":[36],"machines,":[37],"and":[38,53,113,139,147],"busiest":[43],"machine.":[44],"Firstly,":[45],"mix":[47],"two":[49,54,67],"machine":[50,82],"assignment":[51,83],"rules":[52,57,70],"operation":[55,103],"sequencing":[56,104],"are":[58,71,117],"developed":[59],"create":[61],"high":[62],"quality":[63,146],"initial":[64],"solutions.":[65],"Secondly,":[66],"adaptive":[68],"mutation":[69],"used":[72],"in":[73,81,102,142],"produce":[78,100],"effective":[79],"perturbations":[80],"component.":[84,105],"Thirdly,":[85],"speed-up":[87],"local":[88],"method":[90],"based":[91,108],"on":[92,109],"public":[93],"critical":[94],"blocks":[95],"theory":[96],"is":[97,120,127],"proposed":[98,124],"perturbation":[101],"Simulation":[106],"results":[107],"well-known":[111],"benchmarks":[112],"statistical":[114],"performance":[115],"comparisons":[116],"provided.":[118],"It":[119],"concluded":[121],"that":[122],"VNS+GA":[125],"superior":[128],"three":[131],"existing":[132],"algorithms,":[133],"i.e.,":[134],"AL+CGA":[135],"algorithm,":[136,141],"PSO+SA":[137],"PSO+TS":[140],"terms":[143],"searching":[145],"efficiency.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}
