A CONSTRAINT PROGRAMMING HEURISTIC FOR A HETEROGENEOUS VEHICLE ROUTING PROBLEM WITH SPLIT DELIVERIES

作者:Ozfirat Pinar Mizrak*; Ozkarahan Irem
来源:Applied Artificial Intelligence, 2010, 24(4): 277-294.
DOI:10.1080/08839511003715196

摘要

This article considers fresh goods distribution of a retail chain store in Turkey. The problem is formulated as a vehicle routing problem with a heterogeneous fleet for which no exact algorithm has ever been designed to solve it. A fast and effective algorithm based on constraint programming is proposed for the solution. The procedure is tested on some of the benchmark problems in literature. The real-life case is first solved assuming that delivery of a customer cannot be split between vehicles. Then it is resolved considering split deliveries. Solutions of both strategies are compared with the current performance of the firm to determine a distribution strategy. Results indicate considerable improvement in the performance of the firm.

  • 出版日期2010