Title: A novel method to handle route failure in fuzzy vehicle routing problem with hard time windows and uncertain demand
Authors: Sandhya Bansal; Rajeev Kumar Goel; Vijay Katiyar
Addresses: Department of Computer Engineering, MMEC, MM University, Mullana, India ' Ambala College of Engineering and Applied Research, Mithanpur, Ambala, India ' Department of Computer Engineering, MMEC, MM University, Mullana, India
Abstract: In this paper, a fuzzy vehicle routing problem with hard time windows (FVRPTW) having uncertain demand is addressed. Since customer's demand is assumed to be known only upon arrival at customer location, a planned route may fail to meet realised demand of customer. This situation is known as route failure. Instead of adopting simple recourse methods to handle route failure, this paper proposes a novel method titled 'non-restocking' to solve route failure. The problem is formulated as a two stage recourse model with an objective of minimising the total cost and at the same time maximising the obtained sale in a competitive environment. Uncertainty in demand is represented by fuzzy numbers. Route construction for the modelled problem is done by ant colony system. The computational results show that the proposed two stage model with the proposed new recourse scheme produces high quality solutions. Benefits of the proposed method are demonstrated by applying it to milk routing problem.
Keywords: vehicle routing problem with time windows; VRPTW; fuzzy theory; uncertain demand; ACO; route failure; recourse policy.
International Journal of Advanced Operations Management, 2017 Vol.9 No.3, pp.169 - 187
Available online: 24 Nov 2017 *Full-text access for editors Access for subscribers Purchase this article Comment on this article