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Vehicle Routing Problem
arXiv (Cornell University)
Speed-up of Self-Organizing Networks for Routing Problems in a Polygonal Domain
2017
Routing problems are optimization problems that consider a set of goals in a graph to be visited by a vehicle (or a fleet of them) in an optimal way, while numerous constraints have to be satisfied. We present a solution based on multidimensional scaling whic…
Article

Vehicle Routing Problem

Optimization problem

The vehicle routing problem (VRP) is a combinatorial optimization and integer programming problem which asks "What is the optimal set of routes for a fleet of vehicles to traverse in order to deliver to a given set of customers?" The problem first appeared, as the truck dispatching problem , in a paper by George Dantzig and John Ramser in 1959, in which it was applied to petrol deliveries. Often, the context is that of delivering goods located at a central depot to customers who have placed orders for such goods. However, variants of the problem consider, e.g, collection of solid waste and the transport of the elderly and the sick to and from health-care facilities. The standard objective of the VRP is to minimise the total route cost.

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arXiv (Cornell University)
Speed-up of Self-Organizing Networks for Routing Problems in a Polygonal Domain
2017
Routing problems are optimization problems that consider a set of goals in a graph to be visited by a vehicle (or a fleet of them) in an optimal way, while numerous constraints have to be satisfied. We present a solution based on multidimensional scaling which significantly reduces computational time of a self-organizing neural network solving a typical routing problem -- the Travelling Salesman Problem (TSP) in a polygonal domain, i.e. in a space where obstacles are represented by polygons. The preliminary result…
Click Vehicle Routing Problem Vs:
Travelling Salesman Problem
Computer Science
Mathematics
Algorithm
Programming Language
Mathematical Analysis