工业工程

工业工程 ›› 2014, Vol. 17 ›› Issue (4): 96-102.

• 专题论述 • 上一篇    下一篇

基于DEA和SD的区域物流有效性评价及优化研究

  

  1. （1.广西科技大学 管理学院，广西 柳州 545006；2.四川大学 工商管理学院，四川 成都 610064）
  • 出版日期:2014-08-30 发布日期:2014-10-17
  • 作者简介:广西高等教育教学改革工程资助项目（2012JGA178）；广西哲学社会科学规划资助项目（13BGL009）
  • 基金资助:

    廖志高（1977-），男，湖南省人，教授、硕士生导师，主要研究方向物流与供应链管理.

On the Efficiency Evaluation Methodology for Regional Logistics Based on Complex Model of Data Envelopment Analysis and System Simulation


  1. (1. School of Management, Guangxi University of Science and Technology, Liuzhou 545006, China; 2. School of Business Administration, Sichuan University, Chengdu 610064, China）
  • Online:2014-08-30 Published:2014-10-17

摘要： 从区域物流的物流供给与物流需求等指标入手，构建了广西北部湾区域物流的数据包络分析与系统动力学的评价与改进模型，用此模型分析评价北部湾区域物流的发展现状并对未来发展趋势进行了预测与分析。根据DEA分析出的松弛变量对投入要素进行多次的试验分析，结果表明在实际操作中不一定能够达到理想的相对有效状态，但适当地改变投入要素的输入比例可以达到改善原有问题的目的。将原始物流供需比与理想供需比对比分析，结果表明理想的物流供需比例可以作为北部湾未来物流业的发展参考依据。

关键词:  , 区域物流, 数据包络分析DEA, 系统动力学(SD)

Abstract:  The objective of this paper is to analyze and evaluate the current development status and make a prediction of further development for regional logistics in Beibu Gulf of Guangxi Zhuang Autonomous Region. A complex model is established by combining data envelopment analysis and system dynamics (SD), with the regional logistics supply and demand index system in focus. The slack variables are essential to the experiment for the change of DEA input factors, which shows that the ideal efficiency value might not be achieved in the real process. However, the proportion of input index can be adjusted to accommodate the valid target. Besides, the rate of logistic supply and demand is introduced to demonstrate the ideal development. The rate is produced by simulated value in the model SD, which can be deemed as a benchmark for logistic development of Beibu Gulf in the future.

Key words: regional logistics, data envelopment analysis (DEA), system dynamics (SD)