{"id":"https://openalex.org/W4321446078","doi":"https://doi.org/10.1080/00207543.2023.2177087","title":"A two-stage stochastic programming model and parallel Master\u2013Slave adaptive GA for flexible <i>Seru</i> system formation","display_name":"A two-stage stochastic programming model and parallel Master\u2013Slave adaptive GA for flexible <i>Seru</i> system formation","publication_year":2023,"publication_date":"2023-02-21","ids":{"openalex":"https://openalex.org/W4321446078","doi":"https://doi.org/10.1080/00207543.2023.2177087"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2023.2177087","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2177087","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5070666089","display_name":"Yuhong Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I130480701","display_name":"Dongbei University of Finance and Economics","ror":"https://ror.org/05db1pj03","country_code":"CN","type":"education","lineage":["https://openalex.org/I130480701"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhong Ren","raw_affiliation_strings":["School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, People\u2019s Republic of China","School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, People\u2019s Republic of China","institution_ids":["https://openalex.org/I130480701"]},{"raw_affiliation_string":"School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, People's Republic of China","institution_ids":["https://openalex.org/I130480701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060664084","display_name":"Jiafu Tang","orcid":"https://orcid.org/0000-0002-0745-318X"},"institutions":[{"id":"https://openalex.org/I130480701","display_name":"Dongbei University of Finance and Economics","ror":"https://ror.org/05db1pj03","country_code":"CN","type":"education","lineage":["https://openalex.org/I130480701"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiafu Tang","raw_affiliation_strings":["School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, People\u2019s Republic of China","School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-0745-318X","affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, People\u2019s Republic of China","institution_ids":["https://openalex.org/I130480701"]},{"raw_affiliation_string":"School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, People's Republic of China","institution_ids":["https://openalex.org/I130480701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645104","display_name":"Yang Yu","orcid":"https://orcid.org/0000-0003-2942-3544"},"institutions":[{"id":"https://openalex.org/I4391767858","display_name":"State Key Laboratory of Synthetical Automation for Process Industries","ror":"https://ror.org/0380ng272","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767858","https://openalex.org/I9224756"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yu","raw_affiliation_strings":["State Key Laboratory of Synthetic Automation for Process Industries, Department of Intelligent data and Systems Engineering, Northeastern University, Shenyang, People\u2019s Republic of China","State Key Laboratory of Synthetic Automation for Process Industries, Department of Intelligent data and Systems Engineering, Northeastern University, Shenyang, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetic Automation for Process Industries, Department of Intelligent data and Systems Engineering, Northeastern University, Shenyang, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9224756","https://openalex.org/I4391767858"]},{"raw_affiliation_string":"State Key Laboratory of Synthetic Automation for Process Industries, Department of Intelligent data and Systems Engineering, Northeastern University, Shenyang, People's Republic of China","institution_ids":["https://openalex.org/I9224756","https://openalex.org/I4391767858"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100371537","display_name":"Xiaolong Li","orcid":"https://orcid.org/0000-0001-7994-5581"},"institutions":[{"id":"https://openalex.org/I4391767858","display_name":"State Key Laboratory of Synthetical Automation for Process Industries","ror":"https://ror.org/0380ng272","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767858","https://openalex.org/I9224756"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Li","raw_affiliation_strings":["State Key Laboratory of Synthetic Automation for Process Industries, Department of Intelligent data and Systems Engineering, Northeastern University, Shenyang, People\u2019s Republic of China","State Key Laboratory of Synthetic Automation for Process Industries, Department of Intelligent data and Systems Engineering, Northeastern University, Shenyang, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetic Automation for Process Industries, Department of Intelligent data and Systems Engineering, Northeastern University, Shenyang, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9224756","https://openalex.org/I4391767858"]},{"raw_affiliation_string":"State Key Laboratory of Synthetic Automation for Process Industries, Department of Intelligent data and Systems Engineering, Northeastern University, Shenyang, People's Republic of China","institution_ids":["https://openalex.org/I9224756","https://openalex.org/I4391767858"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060664084"],"corresponding_institution_ids":["https://openalex.org/I130480701"],"apc_list":null,"apc_paid":null,"fwci":6.9626,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.97589089,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"62","issue":"4","first_page":"1144","last_page":"1161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.8146630525588989},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.7819098234176636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6568259596824646},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.620624303817749},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4858371913433075},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.47098490595817566},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4618936777114868},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.4139626920223236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1929713487625122},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15639784932136536}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.8146630525588989},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.7819098234176636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6568259596824646},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.620624303817749},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4858371913433075},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.47098490595817566},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4618936777114868},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.4139626920223236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1929713487625122},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15639784932136536},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2023.2177087","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2177087","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:62:y:2024:i:4:p:1144-1161","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2023.2177087","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4341038742","display_name":null,"funder_award_id":"71420107028","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G992083520","display_name":null,"funder_award_id":"71831003","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1973185292","https://openalex.org/W1977607561","https://openalex.org/W2024707608","https://openalex.org/W2050750262","https://openalex.org/W2051440997","https://openalex.org/W2058976654","https://openalex.org/W2061667134","https://openalex.org/W2079081021","https://openalex.org/W2105860239","https://openalex.org/W2113764183","https://openalex.org/W2125575238","https://openalex.org/W2146636553","https://openalex.org/W2568162024","https://openalex.org/W2582278447","https://openalex.org/W2583541172","https://openalex.org/W2768739795","https://openalex.org/W2807701859","https://openalex.org/W2883234665","https://openalex.org/W2947153091","https://openalex.org/W2975881734","https://openalex.org/W2982667213","https://openalex.org/W3007430882","https://openalex.org/W3080335147","https://openalex.org/W3090579365","https://openalex.org/W3091740273","https://openalex.org/W3106795364","https://openalex.org/W3119630794","https://openalex.org/W3171873908","https://openalex.org/W4213223937","https://openalex.org/W4225469647","https://openalex.org/W4306885032"],"related_works":["https://openalex.org/W2186864281","https://openalex.org/W4255427455","https://openalex.org/W1966025497","https://openalex.org/W2997567050","https://openalex.org/W68941528","https://openalex.org/W4206451355","https://openalex.org/W1553604823","https://openalex.org/W8322802","https://openalex.org/W2195994862","https://openalex.org/W314331466"],"abstract_inverted_index":{"High":[0],"flexibility":[1,50],"is":[2,109,163,181],"an":[3],"important":[4],"feature":[5],"of":[6,54,66,115,126,135,147,156,175],"seru":[7,24,38,127,191],"system":[8,25,39,161],"that":[9,168],"has":[10],"received":[11],"less":[12],"attention.":[13],"In":[14],"this":[15],"paper,":[16],"we":[17,69,88],"discuss":[18],"how":[19],"to":[20,48,111,143],"do":[21],"such":[22],"flexible":[23,37],"formation,":[26],"especially":[27],"focusing":[28],"on":[29,159],"the":[30,36,63,67,71,85,113,121,133,136,145,148,154,160,169,173,189,196],"strategic":[31],"decision":[32],"phase.":[33],"We":[34],"formulate":[35],"formation":[40,128,192],"problem":[41],"(FSFP)":[42],"as":[43],"a":[44,75,90,101],"nonlinear":[45,72],"programming":[46,104],"model":[47,73,150,171],"evaluate":[49,144],"performance":[51,146,162],"in":[52,117,130],"terms":[53],"flexibility\u2013investment":[55],"cost":[56,157],"and":[57,78,151,153,180],"flexibility\u2013loss":[58],"cost.":[59],"To":[60,119],"exactly":[61],"obtain":[62],"optimal":[64],"solution":[65],"FSFP,":[68],"transform":[70],"into":[74,100,178],"linear":[76],"one":[77],"solve":[79],"it":[80,99],"with":[81,132],"Gurobi":[82],"solver.":[83],"For":[84],"large-scale":[86],"problem,":[87],"proposed":[89,149],"parallel":[91,131],"Master\u2013Slave":[92,137],"adaptive":[93,107],"genetic":[94],"algorithm":[95],"(PMSA-GA)":[96],"by":[97],"transforming":[98],"two-stage":[102],"stochastic":[103],"model.":[105],"The":[106,165],"selection":[108],"used":[110],"improve":[112],"quality":[114],"solutions":[116],"PMSA-GA.":[118],"reduce":[120],"computational":[122],"time,":[123],"multiple":[124],"populations":[125],"evolve":[129],"assistance":[134],"mechanism.":[138],"Extensive":[139],"experiments":[140],"are":[141],"tested":[142],"algorithm,":[152],"effect":[155],"parameters":[158],"discussed.":[164],"results":[166],"show":[167],"FSFP":[170],"takes":[172],"property":[174],"dynamic":[176,185],"demand":[177,186],"account":[179],"more":[182],"suitable":[183],"for":[184],"environments":[187],"than":[188],"task-oriented":[190],"(TOSF)":[193],"strategy":[194],"from":[195],"previous":[197],"literature.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
