Stochastic programming model for oversaturated intersecti on signal timing

Stochastic programming model for oversaturated intersecti on signal timing

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时间:2019-08-06

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1、TransportationResearchPartCxxx(2015)xxx–xxxContentslistsavailableatScienceDirectTransportationResearchPartCjournalhomepage:www.elsevier.com/locate/trcStochasticprogrammingmodelforoversaturatedintersectionsignaltimingaab,c,⇑b,cYueTong,LeiZhao,LiLi,YiZhangaDepartmentofIndustrialEngineering,TsinghuaUn

2、iversity,Beijing100084,ChinabDepartmentofAutomation,TsinghuaUniversity,Beijing100084,ChinacJiangsuProvinceCollaborativeInnovationCenterofModernUrbanTrafficTechnologies,SiPaiLou#2,Nanjing,ChinaarticleinfoabstractArticlehistory:Inlargecities,signalizedintersectionsoftenbecomeoversaturatedinrushhoursdu

3、etoReceived4September2013growingtrafficdemand.Ifnotcontrolledproperly,theymaycollectivelyresultinseriousReceivedinrevisedform2October2014congestion.HowtoscheduletrafficsignalsforoversaturatedintersectionshasthusAccepted22January2015receivedincreasinginterestsinrecentyears.Amongvariousfactorsthatmayin

4、fluenceAvailableonlinexxxxcontrolperformance,uncertaintyintrafficdemandremainsasanimportantonethatneedstobefurtherstudied.Insomerecentworks,e.g.,Yin(2008)andLi(2011),robustoptimi-Keywords:zationmodelshavebeenutilizedtoaddressuncertaintyintrafficdemandandtodesignTrafficsignalsfixed-timedsignalcontrolforo

5、versaturatedintersections.Inthispaper,weproposeasto-OversaturatedintersectionStochasticprogrammingchasticprogramming(SP)modeltoscheduleadaptivesignaltimingplansthatminimizetheexpectedvehicledelay.OurnumericalexperimentsshowthattheproposedSPmodelbetterdescribesthefluctuationsoftrafficflowsandoutperform

6、sthedeterministiclinearprogramming(LP)modelintotalvehicledelay,totalthroughput,andvehiclequeuelengths.Moreover,wecomparetheproposedSPmodelwiththeadaptivesignalcontrolmodelproposedinLinetal.(2011)toprovideinsightsonsuchimprovementsfromgreentimeutilizationandqueuebalancingperspectives.Furthermore,wes

7、tudythefeasibilityoftheproposedSPmodelinpractice,withanemphasisontherequiredsamplesizes.Ó2015ElsevierLtd.Allrightsreserved.1.IntroductionInlargecities,signalizedintersectionsoftenbecomeoversaturatedinrushho

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