基于新元启发式的光纤- vdsl混合接入网可生存拓扑设计

R. Zhao
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引用次数: 2

摘要

本文研究了分层光纤- vdsl混合接入网的拓扑设计。采用一种有效的策略,利用元启发式算法在短时间内找到具有成本效益和生存能力的配电网。为了解决这一np困难问题,提出了一种新的参数较少的元启发式算法——阴阳优化算法。详细分析了其数学建模和基于yyo的算法。它可以应用于类似的骨干网拓扑设计或其他离散优化问题。在数值结果的基础上,对YYO算法的性能进行了评价,并与其他现代元启发式算法进行了比较。
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Survivable Topology Design of Hybrid Fiber-VDSL Access Networks with a Novel Metaheuristic
This paper addresses the topology design of hierarchical Hybrid Fiber-VDSL Access Networks (HFVANs). An efficient strategy is applied to find cost-effective and survivable optical distribution networks with metaheuristics in a short time. A novel metaheuristic with only few parameters, Yin-Yang Optimization (YYO), is proposed to solve this NP-hard problem. Its mathematic modeling and YYO-based algorithms are analyzed in detail. It can be applied to similar backbone network topology designs or other discrete optimization problems. Based on numerical results, the performance of YYO is evaluated and compared with previous studies on other modern metaheuristics.
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