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基于PCA-AHP模型的無車承運人合作伙伴選擇研究

發(fā)布時間:2018-04-27 16:36

  本文選題:道路運輸 + 無車承運人; 參考:《計算機應用研究》2017年08期


【摘要】:為了合理選擇無車承運人的合作伙伴,提高運營效益和降低風險,建立了PCA-AHP無車承運人伙伴選擇模型。根據(jù)無車承運人伙伴選擇的影響因素,構建了包含16項指標的無車承運人伙伴選擇指標體系,在對指標體系進行主成分分析(PCA)的基礎上,通過AHP分析法計算綜合權重。針對具有10家候選伙伴企業(yè)的無車承運人進行案例分析,提取了累計方差貢獻率達82.81%的五個主成分,采用層次分析法分別對數(shù)據(jù)進行主成分分析訓練和層次分析權重計算。結算結果表明:運輸服務質(zhì)量是影響無車承運人選擇伙伴企業(yè)的關鍵因素,該模型具有有效性和實用性,能為無車承運人合作伙伴的選擇提供決策依據(jù)。
[Abstract]:In order to choose the partner of the vehicle without carrier reasonably, improve the operation efficiency and reduce the risk, the model of PCA-AHP carrier free carrier partner selection is set up. According to the influence factors of the car carrier partner, 16 indexes are constructed, and the principal component analysis (PCA) is carried out on the index system. On the basis of the AHP analysis, the comprehensive weight is calculated. According to the case analysis of the car carrier with 10 partner enterprises, five principal components of the cumulative variance contribution rate of 82.81% are extracted. The analytic hierarchy process is used to carry out the principal component analysis training and the hierarchical analysis weight calculation respectively. The settlement results show that the transportation service is carried out. Quality is the key factor affecting the choice of the partner enterprise of the car carrier. The model is effective and practical, and it can provide the decision basis for the choice of the partner of the car carrier.

【作者單位】: 長安大學汽車學院;長安大學經(jīng)濟與管理學院;交通運輸部規(guī)劃研究院;交通運輸部管理干部學院;
【基金】:國家自然科學基金資助項目(51278057) 交通運輸部應用基礎研究項目(2014319226270) 國家教育部人文社科研究一般項目(15YJCZH093,16XJCZH002)
【分類號】:O212.4


本文編號:1811487

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