{"id":"https://openalex.org/W1982976146","doi":"https://doi.org/10.1109/icnc.2010.5583494","title":"A constraint programming approach for production scheduling of multi-period virtual cellular manufacturing systems","display_name":"A constraint programming approach for production scheduling of multi-period virtual cellular manufacturing systems","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W1982976146","doi":"https://doi.org/10.1109/icnc.2010.5583494","mag":"1982976146"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5583494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583494","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","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/A5113974257","display_name":"Kai-Ling Mak","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kai-Ling Mak","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong, China","Department of Industrial and Manufacturing Systems Engineering, the University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, the University of Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087528544","display_name":"Jun Ma","orcid":"https://orcid.org/0000-0002-2124-8676"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jun Ma","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong, China","Department of Industrial and Manufacturing Systems Engineering, the University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, the University of Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065947247","display_name":"Wei Su","orcid":"https://orcid.org/0000-0003-4947-463X"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wei Su","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong, China","Department of Industrial and Manufacturing Systems Engineering, the University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, the University of Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4440","last_page":"4444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9934999942779541,"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/T12176","display_name":"Optimization and Packing Problems","score":0.989799976348877,"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/cellular-manufacturing","display_name":"Cellular manufacturing","score":0.7517291307449341},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6801601648330688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6786094903945923},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6515181064605713},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.6349673867225647},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6178587675094604},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5659318566322327},{"id":"https://openalex.org/keywords/constraint-programming","display_name":"Constraint programming","score":0.5355600714683533},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5340862274169922},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.4471323490142822},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4407344162464142},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3738139867782593},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.3495303690433502},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3474988341331482},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19390693306922913},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11379167437553406},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.09931302070617676}],"concepts":[{"id":"https://openalex.org/C2778106978","wikidata":"https://www.wikidata.org/wiki/Q441898","display_name":"Cellular manufacturing","level":2,"score":0.7517291307449341},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6801601648330688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6786094903945923},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6515181064605713},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.6349673867225647},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6178587675094604},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5659318566322327},{"id":"https://openalex.org/C173404611","wikidata":"https://www.wikidata.org/wiki/Q528588","display_name":"Constraint programming","level":3,"score":0.5355600714683533},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5340862274169922},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.4471323490142822},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4407344162464142},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3738139867782593},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.3495303690433502},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3474988341331482},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19390693306922913},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11379167437553406},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.09931302070617676},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icnc.2010.5583494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583494","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:hub.hku.hk:10722/158831","is_oa":false,"landing_page_url":"http://hdl.handle.net/10722/158831","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference_Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1481473346","https://openalex.org/W1970263300","https://openalex.org/W1988778271","https://openalex.org/W2080912345","https://openalex.org/W6628880972"],"related_works":["https://openalex.org/W2089763231","https://openalex.org/W3164563954","https://openalex.org/W2063824261","https://openalex.org/W4213428262","https://openalex.org/W1455092226","https://openalex.org/W134091869","https://openalex.org/W2334901601","https://openalex.org/W1989105857","https://openalex.org/W3002894362","https://openalex.org/W2579101255"],"abstract_inverted_index":{"Virtual":[0],"cellular":[1,14,42],"manufacturing":[2,15,24,43,77],"systems":[3,16,44],"(VCMSs)":[4],"have":[5],"drawn":[6],"significant":[7],"attention":[8],"in":[9,20,45,60,172],"recent":[10],"years":[11],"because":[12],"traditional":[13],"(CMSs)":[17],"are":[18,56,139],"inadequate":[19],"a":[21,29,46,130,155],"highly":[22],"dynamic":[23],"environment.":[25],"In":[26],"this":[27,93],"paper,":[28],"new":[30],"mathematical":[31],"model":[32,64],"is":[33,89,125],"presented":[34],"to":[35,73,91,127,142],"formulate":[36],"the":[37,51,75,80,111,114,144,164,169],"production":[38,134],"schedules":[39],"of":[40,67,113,132,146,151,157,174],"virtual":[41],"multi-period":[47],"planning":[48,82],"horizon,":[49],"where":[50,106],"product":[52],"mix":[53],"and":[54,71,108,116,178],"demand":[55],"different":[57],"but":[58],"deterministic":[59],"each":[61],"period.":[62],"The":[63],"takes":[65],"backlog":[66],"jobs":[68,115],"into":[69],"consideration":[70],"aims":[72],"minimize":[74],"total":[76],"cost":[78],"over":[79],"entire":[81],"horizon.":[83],"A":[84],"constraint":[85,104,165],"programming":[86,166],"(CP)":[87],"approach":[88,167],"developed":[90,141],"solve":[92],"difficult":[94],"scheduling":[95],"problem":[96],"effectively":[97],"by":[98],"depicting":[99],"it":[100],"as":[101],"an":[102],"associate":[103],"network":[105],"nodes":[107],"arcs":[109],"represent":[110],"operations":[112],"their":[117],"associations":[118],"respectively.":[119],"An":[120],"innovative":[121],"backmarking":[122],"propagation":[123],"technique":[124],"proposed":[126],"search":[128],"for":[129],"set":[131,156],"feasible":[133],"sequences.":[135],"Some":[136],"effective":[137],"heuristics":[138],"also":[140],"facilitate":[143],"formation":[145],"complete":[147],"schedule":[148],"solutions.":[149],"Results":[150],"extensive":[152],"experiments":[153],"on":[154],"randomly":[158],"generated":[159],"test":[160],"problems":[161],"show":[162],"that":[163],"outperforms":[168],"genetic":[170],"algorithm":[171],"terms":[173],"both":[175],"solution":[176],"quality":[177],"computational":[179],"time.":[180]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}