Litcius/Paper detail

A review of recent advances in time-dependent vehicle routing

Tommaso Adamo, Michel Gendreau, Gianpaolo Ghiani, Emanuela Guerriero

2024European Journal of Operational Research33 citationsDOIOpen Access PDF

Abstract

In late 2015 three of the co-authors of this paper published the first review on time-dependent routing problems. Since then, there have been several important algorithmic developments in the field. These include travel time prediction methods, real-time re-optimization by operating directly on the road graph, efficient exploration of solution neighborhoods, dynamic discretization discovery and Machine Learning-inspired methods. The aim of this survey is to present such research lines, together with indications on their further developments.

Topics & Concepts

Vehicle routing problemComputer scienceDiscretizationRouting (electronic design automation)Field (mathematics)Travel timeOperations researchGraphData scienceMachine learningArtificial intelligenceTheoretical computer scienceTransport engineeringComputer networkMathematicsEngineeringPure mathematicsMathematical analysisVehicle Routing Optimization MethodsData Management and AlgorithmsTransportation and Mobility Innovations