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LR型模糊价格折扣的EOQ模型研究 Title:StudyofEOQModelwithFuzzyPriceDiscountinfluencedbyLinearRegression Abstract: TheEOQ(EconomicOrderQuantity)modeliswidelyusedforinventorymanagementtodeterminetheoptimalorderquantitythatminimizestotalinventorycosts.ThisstudyfocusesontheintegrationoftheEOQmodelwithafuzzypricediscountstrategyinfluencedbyLinearRegression(LR).TheaimistoinvestigatetheimpactoffuzzypricediscountsontheEOQandexploretheabilityofLRtopredicttheoptimalorderquantityaccurately.Theresearchfindingscanprovidevaluableinsightsforbusinessesindeterminingtheoptimalorderquantitybasedonuncertainpricediscounts. 1.Introduction Inventorymanagementplaysacrucialroleinthesuccessandprofitabilityofbusinesses.TheEOQmodelisawell-establishedtoolthathelpsbusinessesdeterminetheoptimalorderquantitytominimizeinventorycosts,consideringfactorssuchasholdingcosts,orderingcosts,anddemand.However,inrealisticscenarios,pricediscountsareoftenuncertainduetovariousfactorssuchasmarketconditions,suppliernegotiations,andseasonalfluctuations.Therefore,thisstudyaimstoaddressthelimitationsofthetraditionalEOQmodelbyincorporatingthefuzzypricediscountstrategyinfluencedbyLR. 2.EOQModelandFuzzyPriceDiscounts TheEOQmodelcalculatestheoptimalorderquantitybybalancingtheholdingcosts,orderingcosts,anddemand.However,inthepresenceofuncertainpricediscounts,forecastingtheoptimalorderquantitybecomeschallenging.TheintegrationoffuzzylogicwiththeEOQmodelallowsforamorerealisticrepresentationofuncertainpricediscounts.Fuzzypricediscountsconsiderarangeofpossiblediscountvaluesinsteadofasinglefixeddiscountrate. 3.LinearRegression(LR)andItsApplicationinFuzzyPriceDiscount LinearRegressionisastatisticaltechniquethatpredictstherelationshipbetweenadependentvariableandoneormoreindependentvariables.Inthecontextofinventorymanagement,LRcanbeusedtoanalyzehistoricalsalesdataandforecastfuturedemandtrends.ByemployingLR,businessescanpredicttheoptimalorderquantitybasedonthefuzzypricediscountvalues. 4.Methodology Toinvestigatetheimpactoffuzzypricediscountsont

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