用免疫等离子体算法求解认知无线网络中的信道分配问题

Murta Kısa, Sercan Demirci, Sibel Arslan, Selçuk Aslan
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引用次数: 3

摘要

新型冠状病毒或COVID-19大流行使包括计算机科学在内的各个学科的研究人员集中在现有的诊断和治疗方法上。免疫血浆算法(Immune Plasma algorithm, IP algorithm或IPA)是一种新的元启发式算法,它参考了一种叫做免疫或恢复期血浆的治疗方法。本文考虑了认知网络中的信道分配问题,对IP算法进行了改进,并研究了IP算法在解决信道分配问题时的性能。此外,将基于IPA的搜索结果与蛮力搜索结果进行了比较。比较研究表明,IP算法比蛮力搜索能得到更好的解。
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Solving Channel Assignment Problem in Cognitive Radio Networks with Immune Plasma Algorithm
The new coronavirus or COVID-19 pandemic has focused researchers from various disciplines including computer sciences on existing diagnosis and treatment methods. As a result of this increasing interest, Immune Plasma algorithm (IP algorithm or IPA) that is a new meta-heuristic referencing a treatment method called immune or convalescent plasma has been introduced recently. In this study, IP algorithm was modified by considering the channel assignment problem on cognitive networks and its performance was investigated on solving mentioned problem. Moreover, the results of the IPA based technique were compared with the results of the Brute force search. Comparative studies showed that IP algorithm is capable of obtaining better solutions than the Brute force search.
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