Parametric mixed linear programming with fuzzy numbers and an application to telecommunications networks planning

Carlos M. F. Carlson, H. Tavares, J. Formigoni
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引用次数: 8

Abstract

The network expansion required for telecommunication businesses to provide new services and technologies must be carefully planned. However, it is not always possible to utilize precise planning data and forecasting demands and costs can introduce uncertainties. Under these uncertain conditions, flexible and comprehensive planning tools that deal suitably with uncertainties are needed. This paper proposes a model for planning the evolution of telecommunications access networks. The model accepts imprecise demand values as fuzzy numbers and, using a parametric approach, evaluates the impact of the demand variation on the planned network. An application to an actual network is also presented.
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模糊数参数混合线性规划及其在电信网络规划中的应用
电信业务提供新业务和新技术所需的网络扩展必须仔细规划。然而,并不总是能够利用精确的规划数据和预测需求和成本会带来不确定性。在这些不确定的条件下,需要灵活和全面的规划工具来适当地处理不确定性。本文提出了一个电信接入网演进规划模型。该模型接受不精确的需求值作为模糊数,并使用参数化方法评估需求变化对规划网络的影响。最后给出了在实际网络中的应用。
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