{"id":"https://openalex.org/W4312253183","doi":"https://doi.org/10.1109/tem.2022.3208431","title":"A Multi-MILP Model Collaborative Optimization Method for Integrated Process Planning and Scheduling Problem","display_name":"A Multi-MILP Model Collaborative Optimization Method for Integrated Process Planning and Scheduling Problem","publication_year":2022,"publication_date":"2022-10-04","ids":{"openalex":"https://openalex.org/W4312253183","doi":"https://doi.org/10.1109/tem.2022.3208431"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2022.3208431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2022.3208431","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Engineering Management","raw_type":"journal-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/A5048132906","display_name":"Qihao Liu","orcid":"https://orcid.org/0000-0001-7434-0911"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihao Liu","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-7434-0911","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406104","display_name":"Xinyu Li","orcid":"https://orcid.org/0000-0002-3730-0360"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Li","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3730-0360","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017886286","display_name":"Liang Gao","orcid":"https://orcid.org/0000-0002-1485-0722"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Gao","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1485-0722","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069189604","display_name":"Jiaxin Fan","orcid":"https://orcid.org/0000-0003-4887-5378"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxin Fan","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-4887-5378","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":2.4128,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.89375866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"71","issue":null,"first_page":"4574","last_page":"4586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9925000071525574,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9925000071525574,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.991599977016449,"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":0.9732999801635742,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6940171718597412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6886007785797119},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6824377775192261},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5745714902877808},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.48025229573249817},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.4647964835166931},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4439949691295624},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.41892021894454956},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14262911677360535},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11876705288887024},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.10029375553131104}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6940171718597412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886007785797119},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6824377775192261},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5745714902877808},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.48025229573249817},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.4647964835166931},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4439949691295624},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.41892021894454956},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14262911677360535},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11876705288887024},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.10029375553131104},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2022.3208431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2022.3208431","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2027365829","display_name":null,"funder_award_id":"[U21B2029]","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G234177690","display_name":null,"funder_award_id":"52188102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4541882254","display_name":null,"funder_award_id":"51825502","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1895669308","https://openalex.org/W1963908111","https://openalex.org/W1988720813","https://openalex.org/W1993209235","https://openalex.org/W2040789431","https://openalex.org/W2046617115","https://openalex.org/W2064760539","https://openalex.org/W2074074752","https://openalex.org/W2075136187","https://openalex.org/W2095173020","https://openalex.org/W2233922516","https://openalex.org/W2338305947","https://openalex.org/W2339315977","https://openalex.org/W2576740845","https://openalex.org/W2726506533","https://openalex.org/W2774864303","https://openalex.org/W2791416164","https://openalex.org/W2810308210","https://openalex.org/W2903981726","https://openalex.org/W2914470918","https://openalex.org/W3084624558","https://openalex.org/W3092878571","https://openalex.org/W3108526658","https://openalex.org/W3134940144","https://openalex.org/W3157944976","https://openalex.org/W3175174992","https://openalex.org/W3181060580","https://openalex.org/W4245926336"],"related_works":["https://openalex.org/W3034924094","https://openalex.org/W3094954546","https://openalex.org/W1488708774","https://openalex.org/W1982811510","https://openalex.org/W4391100477","https://openalex.org/W2402189625","https://openalex.org/W4327779705","https://openalex.org/W1513698804","https://openalex.org/W4310560702","https://openalex.org/W2029712093"],"abstract_inverted_index":{"Considering":[0],"process":[1,25],"planning":[2,26],"and":[3,14,21,27,116,157,209,218],"shop":[4],"scheduling":[5,28],"simultaneously":[6],"can":[7,172,196],"facilitate":[8],"the":[9,36,83,86,88,95,97,119,153,164,170,184,193,199,210],"integration":[10],"of":[11,48],"product":[12],"design":[13],"actual":[15],"manufacturing":[16,49],"to":[17,55,61,82,113],"improve":[18],"production":[19,37],"efficiency":[20,117],"quality.":[22],"The":[23,70,135,161],"integrated":[24,42],"problem":[29],"is":[30,110,132,150,207],"a":[31,45,66,106,122,145,203],"hot":[32],"spot":[33],"currently":[34],"in":[35,65,85,118,215],"research":[38],"field.":[39],"However,":[40],"highly":[41],"systems":[43],"bring":[44],"large":[46],"amount":[47],"flexibility":[50],"which":[51,177],"makes":[52],"it":[53],"difficult":[54],"solve.":[56],"Exact":[57],"methods":[58,73],"including":[59],"fail":[60],"solve":[62,198],"large-scale":[63],"problems":[64],"short":[67],"computing":[68],"time.":[69],"current":[71],"solving":[72],"with":[74],"good":[75],"results":[76],"are":[77],"almost":[78],"metaheuristics.":[79,160],"But":[80],"due":[81],"randomness":[84],"metaheuristics,":[87],"solution":[89],"quality":[90,217],"cannot":[91],"be":[92],"guaranteed.":[93],"In":[94],"article,":[96],"optimization":[98,129],"idea":[99],"that":[100,169,192],"guides":[101],"deterministic":[102],"exact":[103,138],"searching":[104,139,147],"under":[105,144],"stochastic":[107],"approximate":[108],"framework":[109],"mainly":[111],"proposed":[112,194],"balance":[114],"accuracy":[115],"optimization.":[120],"Accordingly,":[121],"multimixed-integer":[123],"linear":[124],"programming":[125],"(MILP)":[126],"model":[127],"collaborative":[128],"(MMCO)":[130],"method":[131,156,195],"put":[133],"forward.":[134],"submodels":[136],"for":[137],"optimize":[140],"one":[141],"individual":[142],"collaboratively":[143],"greedy":[146],"framework.":[148],"It":[149],"faster":[151],"than":[152,159],"traditional":[154],"MILP":[155],"better":[158],"experiments":[162],"on":[163],"famous":[165],"Kim":[166],"benchmark":[167],"show":[168],"MMCO":[171,211],"obtain":[173],"all":[174],"optimal":[175],"solutions":[176],"have":[178],"not":[179],"been":[180],"found":[181],"before":[182],"by":[183],"existing":[185],"approaches.":[186],"And":[187],"these":[188],"new":[189],"records":[190],"prove":[191],"effectively":[197],"IPPS":[200],"problem.":[201],"Besides,":[202],"real-world":[204],"case":[205],"study":[206],"conducted,":[208],"has":[212],"significant":[213],"advantages":[214],"both":[216],"efficiency.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
