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Near-optimal tree-based access network design
Resource
Computer Communications 28 (2005) 236–245
Journal
Computer Communications
Journal Volume
28
Journal Issue
2005
Pages
-
Date Issued
2005
Date
2005
Author(s)
Yena, Hong-Hsu
Lin, Yeong-Sung Frank
DOI
246246/2006111501244117
Abstract
Among various access network topologies, the tree topology is the most popular due to its simplicity and relatively low cost. A salient
example is the CATV network. In this paper, we consider the tree-based access network design problem where the operational cost and the
fixed installation cost are jointly minimized. The problem is formulated as a combinatorial optimization problem, where the difficulty of
solving a Steiner tree problem typically encountered in a tree-based topological design problem is particularly circumvented. The basic
approach to the algorithm development is Lagrangean relaxation and the subgradient method. In the computational experiments, the
proposed algorithm calculates near-optimal solutions within 3.2% of an optimal solution in 1 min of CPU time for test networks of up to
26 nodes.
example is the CATV network. In this paper, we consider the tree-based access network design problem where the operational cost and the
fixed installation cost are jointly minimized. The problem is formulated as a combinatorial optimization problem, where the difficulty of
solving a Steiner tree problem typically encountered in a tree-based topological design problem is particularly circumvented. The basic
approach to the algorithm development is Lagrangean relaxation and the subgradient method. In the computational experiments, the
proposed algorithm calculates near-optimal solutions within 3.2% of an optimal solution in 1 min of CPU time for test networks of up to
26 nodes.
Subjects
Access network design
Network planning
Tree-based networks
Optimization
Lagrangean relaxation
Steiner tree problem
Publisher
Taipei:National Taiwan University Dept Elect Engn
Type
other
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Format
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