Category: <span>Papers</span>

Managing in real-time a vehicle routing plan with time-dependent travel times on a road network

Geographic information systems, global positioning systems, traffic flow sensors and cellular phones are sources of real-time traffic data in road networks. However, many vehicle routing algorithms do not account for this real-time information. In this paper, we consider the problem …

Solving Time-Dependent Traveling Salesman Problem with Time Windows with Deep Reinforcement Learning

Traveling Salesman Problem (TSP) is a well-known NP-hard combinatorial optimization problem. Recently, many researchers have used deep reinforcement learning to solve it. However, traffic factors are rarely considered in their works, in which the traveling time between customer locations is …

The aquaculture service vessel routing problem with time dependent travel times and synchronization constraints

© 2021 Elsevier LtdThis paper studies the Aquaculture Service Vessel Routing Problem (ASVRP), which is an important planning problem arising in sea-based fish farming. In the ASVRP, there is a set of fish farms located in the sea, where each …

A risk-constrained time-dependent cash-in-transit routing problem in multigraph under uncertainty

The Cash-in-Transit (CIT) deals with the transportation of banknotes, coins, and other valuable items. Due to the high-value density of these products, incorporating security strategies in the carrier operations is crucial. This paper proposes new CIT models involving deterministic and …

On scenario construction for stochastic shortest path problems in real road networks

Stochastic shortest path (SSP) computations are often performed under very strict time constraints, so computational efficiency is critical. A major determinant for the CPU time is the number of scenarios used. We demonstrate that by carefully picking the right scenario …

Time-dependent stochastic vehicle routing problem with random requests: Application to online police patrol management in Brussels

The Static and Stochastic Vehicle Routing Problem with Random Requests (SS-VRP-R) describes realistic operational contexts in which a fleet of vehicles has to serve customer requests appearing dynamically. Based on a probabilistic knowledge about the appearance of requests, the SS-VRP-R …

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