具有驾驶员一致性和服务时间优化的周期性车辆路径问题

Periodic Vehicle Routing Problem with Driver Consistency and service time optimization

Transportation Research, Series B: Methodological · 2022
被引 16
ABS 4

中文导读

研究了周期性车辆路径问题的一个变种,在规划多天车辆路线和访问日程的同时,还需优化每个客户的服务时间以最大化公司效用,并提出了三种分支切割求解方法。

Abstract

The Periodic Vehicle Routing Problem with Driver Consistency is an extension of the classic Vehicle Routing Problem in which routes for several vehicles have to be determined over a time horizon of several days. Each customer has an associated set of possible visit schedules and must be visited always by the same vehicle. In this paper, we study a variant of the PVRP-DC in which, in addition to routes and visit schedules, service times of customers have to be determined in order to maximize the utility of the service to the company. We call this problem the Periodic Vehicle Routing Problem with Driver Consistency and Service Time Optimization. We present a mixed-integer linear programming formulation for the problem, propose three branch-and-cut methods to solve it, two of which are based on Benders reformulations, and report computational results on benchmark instances with different features.

车辆路径问题整数规划运筹学优化算法