Evaluation of home health care vehicle routing methods by intuitionistic fuzzy AHP

Conference ObjectAçık Erişim

Özet

In our country, Home Health Care (HHC) units support people who are fully bed-dependent in order to provide health services at the right time, place and conditions. Vehicle Routing Problem (VRP) is used for cost, speed and distance optimization in delivering products or services to customers. In addition, there will be improvements in HHC and it will also save on transportation, storage and labor costs by determining the most appropriate VRP’s solution methods. In this respect, the aim of this study is to determine the best VRP’s solution method which can increase the efficiency of HHC. The proposed approach is based on Intuitionistic Fuzzy Analytic Hierarchy Process (IF-AHP) method which is a strong technique for dealing with uncertainties. According to results, the most important criteria is “time based factors”. Meta-heuristic is the appropriate solution algorithms for VRP in HHC. © 2020, Springer Nature Switzerland AG.

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AlanDeğerDil
dc.contributor.authorPeker, Iskender
dc.contributor.authorCaybasi, Gokhan
dc.contributor.authorBuyukozkan, Gulcin
dc.contributor.authorGocer, Fethullah
dc.contributor.editorC., Kahraman
dc.contributor.editorS., Cevik Onar
dc.contributor.editorB., Oztaysi
dc.contributor.editorI.U., Sari
dc.contributor.editorS., Cebi
dc.contributor.editorA.C., Tolga
dc.date.accessioned2026-10-18T20:28:43.822753453Z
dc.date.available2026-10-18T20:28:43.822753453Z
dc.date.issued2020
dc.description.abstractIn our country, Home Health Care (HHC) units support people who are fully bed-dependent in order to provide health services at the right time, place and conditions. Vehicle Routing Problem (VRP) is used for cost, speed and distance optimization in delivering products or services to customers. In addition, there will be improvements in HHC and it will also save on transportation, storage and labor costs by determining the most appropriate VRP’s solution methods. In this respect, the aim of this study is to determine the best VRP’s solution method which can increase the efficiency of HHC. The proposed approach is based on Intuitionistic Fuzzy Analytic Hierarchy Process (IF-AHP) method which is a strong technique for dealing with uncertainties. According to results, the most important criteria is “time based factors”. Meta-heuristic is the appropriate solution algorithms for VRP in HHC. © 2020, Springer Nature Switzerland AG.
dc.identifier.doi10.1007/978-3-030-23756-1_74
dc.identifier.endpage615
dc.identifier.isbn978-303023755-4
dc.identifier.issn2194-5357
dc.identifier.scopus2-s2.0-85069496663
dc.identifier.startpage607
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/13928
dc.identifier.volume1029
dc.language.isoen
dc.publisherSpringer Verlag
dc.relation.ispartofAdvances in Intelligent Systems and Computing
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectHome Health Care
dc.subjectIntuitionistic Fuzzy Analytic Hierarchy Process
dc.subjectVehicle Routing Problem
dc.subjectAnalytic hierarchy process
dc.subjectBehavioral research
dc.subjectDecision making
dc.subjectDigital storage
dc.subjectFuzzy sets
dc.subjectHeuristic algorithms
dc.subjectHierarchical systems
dc.subjectVehicle routing
dc.subjectVehicles
dc.subjectWages
dc.subjectHealth services
dc.subjectIntuitionistic fuzzy
dc.subjectLabor costs
dc.subjectMetaheuristic
dc.subjectSolution algorithms
dc.subjectSolution methods
dc.subjectVehicle Routing Problems
dc.titleEvaluation of home health care vehicle routing methods by intuitionistic fuzzy AHP
dc.typeConference Object
dspace.entity.typePublication
rdl.citation.scopus3
rdl.source.indexSCOPUS