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  • 标题:Application of Piecewise Linear Approximation Method for the Estimation of Origin-Destination Matrix
  • 本地全文:下载
  • 作者:Miguel Fernández ; Enrique Lee Huamaní ; Aldo Fernández
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2020
  • 卷号:11
  • 期号:4
  • DOI:10.14569/IJACSA.2020.0110487
  • 出版社:Science and Information Society (SAI)
  • 摘要:This paper presents a Mixed-Integer Programming Model for the urban freight transport planning problem through the estimation of the Origin-Destination Matrix. The Origin-Destination Matrix is used to know the pattern of travel or vehicle flow between different zones of a city and is estimated from the counting of vehicles on the routes of a road network. For the estimation of the Origin-Destination Matrix, the Entropy Maximization approach is applied. This approach is based on a non-linear optimization model. In order to overcome this difficulty, an optimization model based on the Piecewise Linear Approximation Method is proposed. To test the proposed model, an instance was built based on a road network of a real case. The proposed model obtained good results in a reduced computational time, demonstrating its usefulness for the urban freight transport planning.
  • 关键词:Urban freight transport; origin-destination matrix; mixed-integer programming model; piecewise linear approximation method
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