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An Ant Algorithm for Solving QoS Multicast Routing Problem

机译:一种解决QoS组播路由问题的蚂蚁算法

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Abstract: Many applications require send information from a source to multiple destinations through a communication network. To support these applications, it is necessary to determine a multicast tree of minimal cost to connect the source node to the destination nodes subject to delay constraints. Based on the Ant System algorithm, we present an ant algorithm to find the multicast tree that minimizes the total cost. In the proposed algorithm, the k shortest paths from the source node to the destination nodes are used for genotype representation. The expermintal results show that the algorithm can find optimal solution quickly and has a good scalability.
机译:摘要:许多应用程序要求通过通信网络将信息从源发送到多个目标。为了支持这些应用,有必要确定成本最小的组播树,以将源节点连接到受延迟约束的目的节点。基于蚂蚁系统算法,我们提出了一种蚂蚁算法来找到使总成本最小的多播树。在提出的算法中,从源节点到目的节点的k条最短路径用于基因型表示。实验结果表明,该算法能够快速找到最优解,并且具有良好的可扩展性。

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