Dynamic programming based heuristics for the topological design of local access networks

Dynamic programming based heuristics for the topological design of local access networks

0.00 Avg rating0 Votes
Article ID: iaor1992984
Country: Switzerland
Volume: 33
Start Page Number: 305
End Page Number: 327
Publication Date: Mar 1991
Journal: Annals of Operations Research
Authors: ,
Keywords: programming: dynamic, heuristics
Abstract:

This paper deals with the terminal layout problem, which is a problem arising in data communication network design. The problem consists of finding the best way to link terminals to a computer site and, in graph-theoretical terms, it resorts to determining a minimal spanning tree with an additional constraint (CMST). The authors present a class of heuristics that combine dynamic programming with clustering and decomposition techniques. More specifically, the original problem is transformed, either by clustering or decomposition, in order to obtain smaller size problems that can be handled by a dynamic programming approach. Such heuristics were specifically aimed at improving solutions produced by the Esau-Williams algorithm, which is one of the most effective heuristics presented in the literature for the CMST. Actually, computational experience confirms that such improvements can be achieved by the new heuristic.

Reviews

Required fields are marked *. Your email address will not be published.