基于蚁群算法的分层光纤- vdsl混合接入网拓扑设计

R. Zhao, Hanjie Liu, R. Lehnert
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引用次数: 11

摘要

作为最高效的接入解决方案之一,VDSL技术正在成为下一代网络的一个亮点。本文将分层光纤- vdsl混合接入网的拓扑设计作为np难题来研究。提出了一种完整的策略,利用启发式算法在短时间内找到成本效益高、可靠性高的网络。针对一类聚类问题,提出了蚁群优化算法。提出了一种求解不确定性定位问题的蚁群算法。根据数值结果,比较了蚁群算法的性能,并对其进行了讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Topology Design of Hierarchical Hybrid Fiber-VDSL Access Networks with ACO
As one of the most efficient access solutions, VDSL technology is becoming a highlight in the next generation network. This paper addresses the topology design of hierarchical hybrid fiber-VDSL access networks as NP-hard problem. A complete strategy is proposed to find a cost-effective and high-reliable network with heuristic algorithms in a short time. The ant colony optimization (ACO) has been implemented for a clustering problem. An ant-based algorithm is proposed to solve nondeterministic positioning problems. In terms of numerical results, the performance of ACO is compared with some previous approaches and discussed.
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