{"id":"https://openalex.org/W4391409125","doi":"https://doi.org/10.1109/wsc60868.2023.10408070","title":"Rolling-Horizon Simulation Optimization For A Multi-Objective Biomanufacturing Scheduling Problem","display_name":"Rolling-Horizon Simulation Optimization For A Multi-Objective Biomanufacturing Scheduling Problem","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4391409125","doi":"https://doi.org/10.1109/wsc60868.2023.10408070"},"language":"en","primary_location":{"id":"doi:10.1109/wsc60868.2023.10408070","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10408070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-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/A5033784225","display_name":"Kim van den Houten","orcid":"https://orcid.org/0009-0001-7540-980X"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Kim Van Den Houten","raw_affiliation_strings":["Delft University of Technology,Delft,Netherlands,2628XE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Delft,Netherlands,2628XE","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070981277","display_name":"Mathijs de Weerdt","orcid":"https://orcid.org/0000-0002-0470-6241"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mathijs de Weerdt","raw_affiliation_strings":["Delft University of Technology,Delft,Netherlands,2628XE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Delft,Netherlands,2628XE","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001295629","display_name":"David M. J. Tax","orcid":"https://orcid.org/0000-0002-5153-9087"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"David M. J. Tax","raw_affiliation_strings":["Delft University of Technology,Delft,Netherlands,2628XE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Delft,Netherlands,2628XE","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056231740","display_name":"Esteban Freydell","orcid":"https://orcid.org/0009-0001-6992-2869"},"institutions":[{"id":"https://openalex.org/I127558574","display_name":"DSM (Netherlands)","ror":"https://ror.org/00k01kt20","country_code":"NL","type":"company","lineage":["https://openalex.org/I127558574"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Esteban Freydell","raw_affiliation_strings":["DSM,Delft,Netherlands,2613AX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DSM,Delft,Netherlands,2613AX","institution_ids":["https://openalex.org/I127558574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093834151","display_name":"Eva Christoupoulou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eva Christoupoulou","raw_affiliation_strings":["Systems Navigator,Delft,Netherlands,2628XG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Navigator,Delft,Netherlands,2628XG","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093834152","display_name":"Alessandro Nati","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alessandro Nati","raw_affiliation_strings":["Systems Navigator,Delft,Netherlands,2628XG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Navigator,Delft,Netherlands,2628XG","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3762,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70124565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1912","last_page":"1923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9987999796867371,"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":0.9987999796867371,"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/T11053","display_name":"Process Optimization and Integration","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9959999918937683,"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/biomanufacturing","display_name":"Biomanufacturing","score":0.7963650226593018},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.7767947912216187},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7338346242904663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6266127228736877},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.6087369322776794},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.568648099899292},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.45678481459617615},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1776466965675354},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.17602276802062988}],"concepts":[{"id":"https://openalex.org/C2775893736","wikidata":"https://www.wikidata.org/wiki/Q25324110","display_name":"Biomanufacturing","level":2,"score":0.7963650226593018},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7767947912216187},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7338346242904663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6266127228736877},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.6087369322776794},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.568648099899292},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.45678481459617615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1776466965675354},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.17602276802062988},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc60868.2023.10408070","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10408070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1963668849","https://openalex.org/W2000343816","https://openalex.org/W2006751452","https://openalex.org/W2011039300","https://openalex.org/W2048970339","https://openalex.org/W2070558838","https://openalex.org/W2091937574","https://openalex.org/W2599108524","https://openalex.org/W2755152478","https://openalex.org/W2800390538","https://openalex.org/W2811047751","https://openalex.org/W2956835907","https://openalex.org/W2962717932","https://openalex.org/W3099833252","https://openalex.org/W3134670356","https://openalex.org/W3180099230","https://openalex.org/W3188206594","https://openalex.org/W3205004636","https://openalex.org/W4213434234","https://openalex.org/W4237736812","https://openalex.org/W4255730472","https://openalex.org/W4307399045","https://openalex.org/W4317792627"],"related_works":["https://openalex.org/W4294877544","https://openalex.org/W2490890447","https://openalex.org/W1548847100","https://openalex.org/W3124031114","https://openalex.org/W3204654320","https://openalex.org/W1973859074","https://openalex.org/W2568276500","https://openalex.org/W4386546585","https://openalex.org/W2580557022","https://openalex.org/W2089992496"],"abstract_inverted_index":{"We":[0,80,93,117],"study":[1],"a":[2,17,39,44,57,83,90,107,124,132,147],"highly":[3],"complex":[4],"scheduling":[5],"problem":[6,61,129,144],"that":[7,42,73,119,139],"requires":[8],"the":[9,78,120],"generation":[10],"and":[11,23,33,101,136],"optimization":[12],"of":[13,70,131,146],"production":[14],"schedules":[15],"for":[16,99,114],"multi-product":[18],"biomanufacturing":[19,134],"system":[20],"with":[21,63],"continuous":[22],"batch":[24],"processes.":[25],"There":[26],"are":[27,36,112],"two":[28],"main":[29],"objectives":[30],"here;":[31],"makespan":[32,100],"lateness,":[34],"which":[35],"combined":[37],"into":[38],"cost":[40,96],"function":[41,97],"is":[43,86],"weighted":[45],"sum.":[46],"An":[47],"additional":[48],"complexity":[49],"comes":[50],"from":[51],"long":[52],"horizons":[53],"considered":[54],"(up":[55],"to":[56,143],"full":[58],"year),":[59],"yielding":[60],"instances":[62,130,145],"more":[64,87],"than":[65,89],"200":[66],"jobs,":[67],"each":[68],"consisting":[69],"multiple":[71],"tasks":[72],"must":[74],"be":[75,104],"executed":[76],"in":[77,106],"factory.":[79,149],"investigate":[81],"whether":[82],"rolling-horizon":[84,108,121],"principle":[85],"efficient":[88],"global":[91,125],"strategy.":[92],"evaluate":[94],"how":[95],"weights":[98],"lateness":[102],"should":[103],"set":[105],"approach":[109],"where":[110],"deadlines":[111],"used":[113],"subproblem":[115],"definition.":[116],"show":[118,138],"strategy":[122],"outperforms":[123],"search,":[126],"evaluated":[127],"on":[128],"real":[133],"system,":[135],"we":[137],"this":[140],"result":[141],"generalizes":[142],"synthetic":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
