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A model for the time dependent vehicle routing problem with time windows under traffic conditions with intelligent travel times

Khanchehzarrin, S ; Sharif University of Technology | 2021

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  1. Type of Document: Article
  2. DOI: 10.1051/ro/2021098
  3. Publisher: EDP Sciences , 2021
  4. Abstract:
  5. A new mixed-integer nonlinear programming model is presented for the time-dependent vehicle routing problem with time windows and intelligent travel times. The aim is to minimize fixed and variable costs, with the assumption that the travel time between any two nodes depends on traffic conditions and is considered to be a function of vehicle departure time. Depending on working hours, the route between any two nodes has a unique traffic parameter. We consider each working day to be divided into several equal and large intervals, termed as a time interval of traffic. Here, allowing for long distances between some of the nodes, travel time may take more than one time interval of traffic, resulting in resetting the time interval of traffic at the start of each large interval. This repetition of time interval of traffics has been used in modeling and calculating travel time. A tabu search optimization algorithm is devised for solving large problems. Also, after linearization, a number of random instances are generated and solved by the CPLEX solver of GAMS to assess the effectiveness of our proposed algorithm. Results indicate that the initial travel time is estimated appropriately and updated properly in accordance with to the repeating traffic conditions. © The authors. Published by EDP Sciences, ROADEF, SMAI 2021
  6. Keywords:
  7. Integer programming ; Nonlinear programming ; Tabu search ; Vehicle routing ; Vehicles ; Departure time ; Large problems ; Mixed integer nonlinear programming models ; Random instance ; Search optimization ; Time dependent vehicle routing problems ; Traffic conditions ; Traffic parameters ; Travel time
  8. Source: RAIRO - Operations Research ; Volume 55, Issue 4 , 2021 , Pages 2203-2222 ; 03990559 (ISSN)
  9. URL: https://www.rairo-ro.org/articles/ro/abs/2021/05/ro190339/ro190339.html