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首页> 外文期刊>Circuits and Systems II: Express Briefs, IEEE Transactions on >Optimizing Performance of Communication Networks: An Application of Network Science
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Optimizing Performance of Communication Networks: An Application of Network Science

机译：通信网络性能优化：网络科学的应用

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摘要

For efficient and reliable data transmission, the traffic load should be as uniformly distributed as possible in the network, and the average distance traveled by the data should be short. This criterion has been shown to be fundamental. The key design problem is therefore to find the optimal solution that achieves this criterion. With a fixed network topology, the traffic load distribution and the transmission efficiency are determined by the specific routing algorithm. In this brief, we apply a simulated annealing algorithm to find the near optimal configuration of routing paths, which effectively balances traffic loads and improves the overall traffic performance.
机译：为了高效可靠地传输数据，流量负载应在网络中尽可能均匀地分布，并且数据传输的平均距离应短。该标准已被证明是基本的。因此，关键的设计问题是找到实现该标准的最佳解决方案。在固定的网络拓扑中，流量负载分布和传输效率由特定的路由算法确定。在本文中，我们应用模拟退火算法来找到路由路径的最佳配置，从而有效地平衡了流量负载并提高了总体流量性能。

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