基于标高和时间维度的连续竞价交易策略分析

基于标高和时间维度的连续竞价交易策略分析

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时间:2019-11-17

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1、AbstractInthemarketofdoubleauction,duetotheasymmetryofinformation,boththebuyersandsellersarefacedwithaverycomplexofferinganddecisionakingprocess.Eveninsuchanenvironment,adoubleauctionmarketwillgenerallyproducemorethan90%ofthemarketefficiency,butthecharacterist

2、icsofefficientallocationofresourcesarenotalwaysexisting.Insomesupplyanddemandcurves,theefficiencyofadoubleauctionmarketwillbeverylow.Thispaperputsthemarkupdimensionandtimedimensionoftradingstrategiesasthebreakthroughpoint,andexploreshowtoeliminatetheinfluenceo

3、ftheshapeofsupplyanddemandcurvesonthemarketallocationofresources.Thispaperfirstlyanalyzesthecharacteristicsofthetraditionaldoubleauctionexperiment,onlinedoubleauctionexperimentanddoubleauctionsimulationexperimentindetailandexplainsthenecessityofchoosingacomput

4、ersimulatioflOnthebasisofdeeplyanalyzingthemodelofclassicquotationstrategy,Clanguageisusedtodesignandimplementrelatedalgorithms,andthespeedofsimulationisfastsothatalargenumberofsimulationexperimentscanbefinishedinashorttime.Inordertofullydigthecharacteristicso

5、feachtradingstrategies,thispaperconductsacorrespondingoptimizationanddesignfromtheaspectofmarkupandtimedimension.Intheaspectofmarkupdimension,consideringtheintelligenttradingstrategiesneedaperiodoflearningtoachievetheoptimalstate,thusthecontinuousexperimentper

6、iodenvironmentisconstructed.Intheaspectoftimedimension,amodelofquotationtimeisdesigned,whichcanbeusedtodescribethequotationtimeofdifferenttradingstrategies,andwiththeaidofthismodel,wecanaddthemechanismofquotationtimeintothesimulationalgorithm.Theresultsofexper

7、imentshowsthatGDstrategycaneliminatetheinfluenceoftheshapeofsupplyanddemandcurvesonthemarketallocationofresources,andsodotheGDstrategywithnoquotationtime.ButZIPstrategywithquotationtimecannotcompletelyeliminatetheinfluenceoftheshapeofsupplyanddemandcurvesonthe

8、marketallocationofresources.Finallyfrommicroscopicangleofthemarket,thequalitativeexplanationofhowthemarkupplaysakeyroleisgiven,andatthesametime,thesignificanteffectofquotationtimeo

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