학술논문

MILP for a Variant of Pickup & Delivery Problem for both Passengers and Goods Transportation
Document Type
Conference
Source
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) SMC Systems, Man, and Cybernetics (SMC), 2018 IEEE International Conference on. :2692-2698 Oct, 2018
Subject
Components, Circuits, Devices and Systems
Computing and Processing
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Vehicle dynamics
Urban areas
Logistics
Optimization
Stakeholders
Quality of service
Language
ISSN
2577-1655
Abstract
Pickup and delivery problems have been declined in many variants. In these optimization problems, a fleet of vehicles must satisfy customers' transport demand under specific constraints. This paper studies the feasibility of using a linear model including constraints that are not only related to the goods transport, but also combined with passengers transport in a more flexible way. We explore many characteristics simultaneously like transfers capabilities (with and without storage), time windows on sites, on transfer points and on vehicle depots, heterogeneous capacities and multiple visits. We use exact methods on some instances we created, using commercial solver IBM CPLEX. Results obtained show potential savings on two instances but also highlight the complexity and limits in terms of scalability.