Study On The Performance Assessment And Management Of The Nodes In Logistics Network In X Logistics Company Base On PCA-DEA Mathematical Models

With the rapid development of national economy, the logistics industry market demandcontinued to expand.X Logistics Company is an integrated logistics enterprise in China. It provides supplychain services, express services, electronic commerce services and logistics software servicesto customers. Express Department mainly engaged in cross regional LTL transportationbusiness. There are more than30distribution centers and more than400networks to join theexpress network. For X Logistics Company it is very important that how to makeperformance evaluation for the express franchisers.Considering of the actual situation of the X Logistic company, at the very beginningmake the assess indicators. The indicators are the employment figures, completion rate ofvolume, cancel the order rate, net freight volume, recorded single timely rate, qualityevaluation, behavior test score, punctual transportation rate, cost, convenienttransportation, freight ton remaining amount of investment, capital turnover rate, net interestrate and on time delivery rate. Then the6principal components were analyzed, by the methodof principal component analysis (PCA) and use the data envelopment analysis (DEA) to testthe effectiveness of principal component index. Finally, According to theassessment indicators, assessment data on each express distribution network analysis.