Solving Multicast QoS Routing Problem in the Context V2I Communication Services Using DCA

Ta Anh Son, Hoai An Le Thi, D. Khadraoui, T. P. Dinh
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引用次数: 5

Abstract

The Multicast Quality of Service (QoS) routing emphasizes to find a set of paths from a source node to a destination node set satisfying the QoS requirements. In this paper, we consider the two problems in Multicast QoS Routing called the MCM (Multi-Constrained Mutlicast Tree) and the MCOM (Multi-Constrained Optimal Multicast Tree). They are all NP-complete problems. We first formulate them as Quadratic Concave Program and Binary Integer Linear Program (BILP) and then investigate a new solution method based on DC (Difference of Convex functions) programming and DCA (DC Algorithms). Preliminary numerical results are compared with CPLEX, the best solver for BILP. They show that the proposed algorithm is an efficient algorithm for solving BILP.
利用DCA解决V2I通信业务中多播QoS路由问题
多播QoS (Quality of Service)路由强调寻找一组从源节点到目的节点集满足QoS要求的路径。本文研究了多约束组播树(MCM)和多约束最优组播树(MCOM)两个多约束组播路由问题。它们都是np完全问题。首先将其表述为二次凹规划和二元整数线性规划(BILP),然后研究了一种基于凸函数差分规划和DC算法的求解方法。初步数值结果与最佳求解器CPLEX进行了比较。结果表明,该算法是求解BILP的有效算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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