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A hybrid Differential Evolution algorithm to solve a real-world Frequency Assignment problem

机译:一种混合差分进化算法,用于解决实际的频率分配问题

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The Frequency Assignment is a very important task in the planning of the GSM networks, and it still continues to be a critical task for current (and future) mobile communication operators. In this work we present a hybrid Differential Evolution (DE) algorithm to solve a real-world instance of the Frequency Assignment problem. We present a detailed explanation about the hybridization method applied to DE in order to make it more efficient. The results that are shown use accurate interference information. That information was also adopted by other researchers and it represents a real GSM network, granting, therefore, an extremely important applicability. Furthermore, we have analyzed and compared our approach with other algorithms, obtaining good results.
机译:频率指配是GSM网络规划中非常重要的任务,对于当前(和将来)的移动通信运营商来说,它仍然仍然是关键任务。在这项工作中,我们提出了一种混合差分进化(DE)算法来解决频率分配问题的实际实例。我们提出了有关应用于DE的杂交方法的详细说明,以使其更加高效。显示的结果使用准确的干扰信息。该信息也被其他研究人员采用,它代表了一个真实的GSM网络,因此具有极其重要的适用性。此外,我们已经分析了我们的方法并将其与其他算法进行比较,从而获得了良好的结果。

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