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Using simulated annealing to minimize the cost of multi-point lines in centralized computer networks : implementation for Windows 3.1

Daniel B Tomiuk-1996-01-01-Spectrum Research Repository (Concordia University)
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TL;DRAbstract

We focus on a problem encountered when designing centralized telecommunications networks, namely, the terminal layout problem. Given each terminal's geographical location, the problem consists in creating multipoint lines rooted at a central site (typically a concentrator) in order to save on connection costs. Well-known multipoint line topologies are the tree, the bus, and the loop. When terminals are assigned a weight representing the average traffic amount exchanged with the central site and lines are constrained by the amount of traffic they can carry, the tree-topology problem is referred to as the Capacitated Minimum Spanning Tree (CMST) problem. Algorithms that generate solutions for CMST problems create tree structured networks but can also be used to produce bus structured networks by imposing additional constraints. As for the loop topology, the problem is analogous to the Vehicle Routing problem found in Operation Research. These problems are NP-Complete. Finding an optimal

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We focus on a problem encountered when designing centralized telecommunications networks, namely, the terminal layout problem. Given each terminal's geographical location, the problem consists in creating multipoint lines rooted at a central site (typically a concentrator) in order to save on connection costs. Well-known multipoint line topologies are the tree, the bus, and the loop. When terminals are assigned a weight representing the average traffic amount exchanged with the central site and lines are constrained by the amount of traffic they can carry, the tree-topology problem is referred to as the Capacitated Minimum Spanning Tree (CMST) problem. Algorithms that generate solutions for CMST problems create tree structured networks but can also be used to produce bus structured networks by imposing additional constraints. As for the loop topology, the problem is analogous to the Vehicle Routing problem found in Operation Research. These problems are NP-Complete. Finding an optimal

Keywords

HeuristicsSimulated annealingNetwork topologySteiner tree problemMathematical optimizationHeuristicComputer scienceMinimum spanning tree

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