An access network design problem with end-to-end QoS constraints |
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Affiliation: | 1. School of Civil Engineering, Beijing Jiaotong University, Beijing 100044, China;2. Key Laboratory of Coast Civil Structure Safety of China Ministry of Education, Tianjin University, Tianjin 300072, China |
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Abstract: | In this paper, we present an access network design problem with end-to-end quality of service (QoS) requirement. The problem can be conceptualized as a two-level hierarchical location-allocation problem on the tree topology with nonlinear side constraints. The objective function of the nonlinear mixed integer programming model minimizes the total cost of switch and fiber cable, while satisfying demand within the prescribed level of QoS. By exploiting the inherent structure of the nonlinear QoS constraints, we develop linearization techniques for finding an optimal solution. Also, we devise an effective exact optimal algorithm within the context of disjunctive constraint generation. We present promising computational results that demonstrate the effectiveness of the proposed solution procedure. |
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Keywords: | Access network design Hierarchical location-allocation problem Mixed integer nonlinear programming Linearization techniques Constraint generation |
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