IJPAM: Volume 40, No. 3 (2007)
GENERAL NONLINEAR ARC COSTS
Faculdade de Economia
Universidade do Porto - LIADD
Rua Dr. Roberto Frias, Porto, 4200-464, PORTUGAL
e-mail: [email protected]
Abstract.This paper describes the application of a dynamic
programming approach to find minimum flow cost spanning trees on a
network with general nonlinear arc costs. Thus, this problem is an
extension of the Minimum Spanning Tree (MST) problem since we also
consider flows that must be routed in order to satisfy user needs.
In fact, the MST, usually, considers fixed arc costs and in our
case the arc cost functions are nonlinear, having in addition to
the fixed cost a flow dependent component. The arc cost functions
involved may be of any type of form as long as they are separable
and additive.
This is a new problem, which is NP-Hard and a dynamic
programming approach was developed to solve it exactly for small and
medium size problems.
We also report computational experiments on over 1200 problem
instances taken from the OR-Library.
Received: July 24, 2007
AMS Subject Classification: 90C27, 90C35, 90C39
Key Words and Phrases: dynamic programming, network flows, optimal trees, general nonlinear arc costs
Source: International Journal of Pure and Applied Mathematics
ISSN: 1311-8080
Year: 2007
Volume: 40
Issue: 3