{"id":"https://openalex.org/W4290805625","doi":"https://doi.org/10.1080/17477778.2022.2108735","title":"Integrating scheduling and routing decisions into home health care operation with skill requirements and uncertainties","display_name":"Integrating scheduling and routing decisions into home health care operation with skill requirements and uncertainties","publication_year":2022,"publication_date":"2022-08-11","ids":{"openalex":"https://openalex.org/W4290805625","doi":"https://doi.org/10.1080/17477778.2022.2108735"},"language":"en","primary_location":{"id":"doi:10.1080/17477778.2022.2108735","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17477778.2022.2108735","pdf_url":null,"source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"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":"Journal of Simulation","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/A5087981294","display_name":"Yaping Fu","orcid":"https://orcid.org/0000-0001-8645-6647"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaping Fu","raw_affiliation_strings":["School of Business, Qingdao University, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Qingdao University, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001680952","display_name":"Feng Ding","orcid":"https://orcid.org/0000-0003-2498-1395"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Ding","raw_affiliation_strings":["School of Business, Qingdao University, Qingdao, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-2498-1395","affiliations":[{"raw_affiliation_string":"School of Business, Qingdao University, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006810254","display_name":"Zongyu Mu","orcid":"https://orcid.org/0000-0001-6048-4519"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongyu Mu","raw_affiliation_strings":["School of Business, Qingdao University, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Qingdao University, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Cuihua Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuihua Sun","raw_affiliation_strings":["School of Business, Qingdao University, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Qingdao University, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082236615","display_name":"Kaizhou Gao","orcid":"https://orcid.org/0000-0002-9252-6928"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Kaizhou Gao","raw_affiliation_strings":["Institute of Systems Engineering, Macau University of Science and Technology, Macau, Taipa, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Systems Engineering, Macau University of Science and Technology, Macau, Taipa, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001680952"],"corresponding_institution_ids":["https://openalex.org/I108688024"],"apc_list":null,"apc_paid":null,"fwci":1.5606,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84767586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"18","issue":"3","first_page":"259","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9997000098228455,"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":0.9997000098228455,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9990000128746033,"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.754454493522644},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6203864812850952},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6147443652153015},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.46823400259017944},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4618602693080902},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.45481738448143005},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.44994983077049255},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4470321536064148},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.43799111247062683},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4285694658756256},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11401194334030151},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07966360449790955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.754454493522644},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6203864812850952},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6147443652153015},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.46823400259017944},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4618602693080902},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.45481738448143005},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.44994983077049255},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4470321536064148},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.43799111247062683},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4285694658756256},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11401194334030151},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07966360449790955},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17477778.2022.2108735","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17477778.2022.2108735","pdf_url":null,"source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"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":"Journal of Simulation","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tjsmxx:v:18:y:2024:i:3:p:259-282","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/17477778.2022.2108735","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/G5455325629","display_name":null,"funder_award_id":"62173356, 61703220","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":60,"referenced_works":["https://openalex.org/W1963668849","https://openalex.org/W2004493387","https://openalex.org/W2018743970","https://openalex.org/W2027349680","https://openalex.org/W2033918224","https://openalex.org/W2054222839","https://openalex.org/W2064019694","https://openalex.org/W2074339441","https://openalex.org/W2076171996","https://openalex.org/W2079440247","https://openalex.org/W2091937574","https://openalex.org/W2096305430","https://openalex.org/W2124370278","https://openalex.org/W2157943411","https://openalex.org/W2346800804","https://openalex.org/W2484647765","https://openalex.org/W2514478693","https://openalex.org/W2557702996","https://openalex.org/W2560627225","https://openalex.org/W2768102642","https://openalex.org/W2782322345","https://openalex.org/W2791467530","https://openalex.org/W2793453677","https://openalex.org/W2892149368","https://openalex.org/W2893252696","https://openalex.org/W2896938346","https://openalex.org/W2897917584","https://openalex.org/W2898615819","https://openalex.org/W2912116206","https://openalex.org/W2914839814","https://openalex.org/W2929695876","https://openalex.org/W2931365531","https://openalex.org/W2938403950","https://openalex.org/W2939395981","https://openalex.org/W2950666050","https://openalex.org/W2951900631","https://openalex.org/W2969390299","https://openalex.org/W2981862588","https://openalex.org/W3001072891","https://openalex.org/W3008999862","https://openalex.org/W3011603487","https://openalex.org/W3012109984","https://openalex.org/W3022284378","https://openalex.org/W3032462496","https://openalex.org/W3033703165","https://openalex.org/W3036034035","https://openalex.org/W3038783628","https://openalex.org/W3043280741","https://openalex.org/W3046268656","https://openalex.org/W3047206759","https://openalex.org/W3087622111","https://openalex.org/W3128230801","https://openalex.org/W3139896449","https://openalex.org/W3157109057","https://openalex.org/W3159351996","https://openalex.org/W3164729830","https://openalex.org/W3189087410","https://openalex.org/W4237029372","https://openalex.org/W4256495360","https://openalex.org/W4300412218"],"related_works":["https://openalex.org/W192425482","https://openalex.org/W3092604888","https://openalex.org/W2571901638","https://openalex.org/W645879926","https://openalex.org/W2089537559","https://openalex.org/W2312796800","https://openalex.org/W2470783588","https://openalex.org/W2516418128","https://openalex.org/W2157062061","https://openalex.org/W2004389437"],"abstract_inverted_index":{"The":[0,89],"rapid":[1],"increase":[2],"of":[3,106],"aging":[4],"population":[5],"poses":[6],"a":[7,44,70,136],"great":[8],"challenge":[9],"on":[10,102],"the":[11,21,25,74,97,104,113,129,138,142,146],"public":[12],"medical":[13],"resources.":[14],"Home":[15],"health":[16],"care":[17,22],"(HHC),":[18],"which":[19],"provides":[20],"services":[23],"for":[24,145],"elderly":[26],"and":[27,48,78,122],"patients":[28],"with":[29,38,51,81],"mild":[30],"disease,":[31],"is":[32,63,87,116],"an":[33,82],"emerging":[34],"approach":[35,72,140],"to":[36,54,65,92,124,131],"cope":[37],"such":[39],"difficulty.":[40],"This":[41],"work":[42],"formulates":[43],"stochastic":[45,60],"HHC":[46],"scheduling":[47],"routing":[49],"problem":[50,147],"skill":[52],"requirements":[53],"minimize":[55],"total":[56],"operation":[57],"time.":[58],"A":[59],"programming":[61],"model":[62],"given":[64],"mathematically":[66],"define":[67],"it.":[68],"Then,":[69],"hybrid":[71],"combining":[73],"genetic":[75],"algorithm":[76],"(GA)":[77],"simulation":[79,98],"optimization":[80,99],"approximated":[83],"allocation":[84,121],"(AA)":[85],"rule":[86,115],"designed.":[88],"GA":[90,130],"aims":[91],"search":[93],"candidate":[94],"solutions,":[95],"while":[96],"method":[100],"focuses":[101],"improving":[103],"efficiency":[105],"evaluating":[107],"them.":[108],"Numerical":[109],"results":[110],"show":[111],"that":[112],"AA":[114],"more":[117],"effective":[118],"than":[119],"equal":[120],"proportional":[123],"variance":[125],"rules":[126],"in":[127],"guiding":[128],"find":[132],"promising":[133],"solutions.":[134],"As":[135],"consequence,":[137],"designed":[139],"acquires":[141],"better":[143],"solutions":[144],"under":[148],"consideration.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}