{"id":"https://openalex.org/W4403864236","doi":"https://doi.org/10.23919/annsim61499.2024.10732160","title":"A Simulation-Based Optimization Approach Towards Human-Centric Scheduling in Presence of Heterogeneous Workforce","display_name":"A Simulation-Based Optimization Approach Towards Human-Centric Scheduling in Presence of Heterogeneous Workforce","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4403864236","doi":"https://doi.org/10.23919/annsim61499.2024.10732160"},"language":"en","primary_location":{"id":"doi:10.23919/annsim61499.2024.10732160","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/annsim61499.2024.10732160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Annual Modeling and Simulation Conference (ANNSIM)","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/A5065617658","display_name":"Amel Jaoua","orcid":"https://orcid.org/0000-0003-3260-8048"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Amel Jaoua","raw_affiliation_strings":["University of Tunis El Manar,LR-OASIS, National Engineering School of Tunis,Department of Industrial Engineering,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Tunis El Manar,LR-OASIS, National Engineering School of Tunis,Department of Industrial Engineering,Tunisia","institution_ids":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104100760","display_name":"Elisa Negri","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisa Negri","raw_affiliation_strings":["Politecnico di Milano,Economics and Industrial Engineering,Department of Management,Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Economics and Industrial Engineering,Department of Management,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012048722","display_name":"Hind Hamdaoui","orcid":"https://orcid.org/0000-0002-6157-8258"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hajer Hamdaoui","raw_affiliation_strings":["University of Tunis El Manar,LR-OASIS, National Engineering School of Tunis,Department of Industrial Engineering,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Tunis El Manar,LR-OASIS, National Engineering School of Tunis,Department of Industrial Engineering,Tunisia","institution_ids":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013999191","display_name":"Safa Bhar Layeb","orcid":"https://orcid.org/0000-0003-2536-7872"},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Safa Bhar Layeb","raw_affiliation_strings":["University of Tunis El Manar,LR-OASIS, National Engineering School of Tunis,Department of Industrial Engineering,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Tunis El Manar,LR-OASIS, National Engineering School of Tunis,Department of Industrial Engineering,Tunisia","institution_ids":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065617658"],"corresponding_institution_ids":["https://openalex.org/I4210131288","https://openalex.org/I63596082"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23564826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9610000252723694,"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":0.68265700340271},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5257469415664673},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.5226435661315918},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.45586255192756653},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35185155272483826},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.311231791973114},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08849287033081055},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.08194851875305176},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06635501980781555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68265700340271},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5257469415664673},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.5226435661315918},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.45586255192756653},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35185155272483826},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.311231791973114},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08849287033081055},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.08194851875305176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06635501980781555},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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":1,"locations":[{"id":"doi:10.23919/annsim61499.2024.10732160","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/annsim61499.2024.10732160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Annual Modeling and Simulation Conference (ANNSIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1975147693","https://openalex.org/W2099009360","https://openalex.org/W2122203560","https://openalex.org/W2594795921","https://openalex.org/W2890934224","https://openalex.org/W3114902137","https://openalex.org/W3136150989","https://openalex.org/W3147801202","https://openalex.org/W3163359695","https://openalex.org/W4281610532","https://openalex.org/W4281695514","https://openalex.org/W4294000743","https://openalex.org/W4296518435","https://openalex.org/W4309328415","https://openalex.org/W4312765361","https://openalex.org/W4366446456","https://openalex.org/W4386696308","https://openalex.org/W6619944197"],"related_works":["https://openalex.org/W4308258967","https://openalex.org/W1962711591","https://openalex.org/W2803396544","https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W24250002","https://openalex.org/W2495360771","https://openalex.org/W1591794021","https://openalex.org/W2112121444","https://openalex.org/W3204654320"],"abstract_inverted_index":{"Industry":[0],"5.0":[1],"places":[2],"a":[3,33,102,135],"strong":[4],"emphasis":[5],"on":[6],"human-centric":[7,139],"scheduling,":[8],"recognizing":[9],"that":[10],"by":[11],"prioritizing":[12],"the":[13,35,42,52,74,120,143],"well-being":[14],"and":[15,76,95,108,138],"needs":[16],"of":[17,51,79,145],"workers,":[18],"it":[19],"not":[20],"only":[21],"enhances":[22],"productivity":[23],"but":[24],"also":[25],"aligns":[26],"with":[27],"sustainable":[28],"principles.":[29],"To":[30],"achieve":[31],"such":[32,124],"schedule,":[34],"present":[36],"work":[37],"proposes":[38],"to":[39,41,68,73,113],"resort":[40],"Simulation-based":[43],"Optimization.":[44],"This":[45,82],"approach":[46,141],"allows":[47],"for":[48],"accurate":[49],"modeling":[50],"stochastic":[53,125],"behavior":[54,127],"observed":[55],"in":[56,86,101,131],"manual":[57,110,132],"task":[58],"processing":[59],"times.":[60],"Specifically,":[61],"an":[62],"asymmetric":[63],"right-skewed":[64],"function":[65],"is":[66,128],"used":[67],"reproduce":[69],"prolonged":[70],"delays":[71,90],"attributed":[72],"fatigue":[75],"attention":[77],"span":[78],"older":[80,107],"workers.":[81],"skewness":[83],"was":[84],"identified":[85],"empirical":[87],"data,":[88],"where":[89,105],"may":[91],"stem":[92],"from":[93],"psychological":[94],"biological":[96],"factors.":[97],"Experiments":[98],"were":[99],"conducted":[100],"learning":[103],"factory,":[104],"both":[106],"younger":[109],"workers":[111],"collaborated":[112],"fulfill":[114],"customer":[115],"orders.":[116],"The":[117],"results":[118],"reveal":[119],"gap":[121],"found":[122],"when":[123],"human":[126],"ignored.":[129],"Thus,":[130],"operations,":[133],"achieving":[134],"more":[136],"efficient":[137],"scheduling":[140],"necessitates":[142],"inclusion":[144],"worker-specific":[146],"variability":[147],"pattern.":[148]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}