2023
DOI: 10.3390/sym15091733
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Fuzzy-Based Active Queue Management Using Precise Fuzzy Modeling and Genetic Algorithm

Ahmad Adel Abu-Shareha,
Adeeb Alsaaidah,
Ali Alshahrani
et al.

Abstract: Active Queue Management (AQM) methods significantly impact the network performance, as they manage the router queue and facilitate the traffic flow through the network. This paper presents a novel fuzzy-based AQM method developed with a computationally efficient precise fuzzy modeling optimized using the Genetic Algorithm. The proposed method focuses on the concept of symmetry as a means to achieve a more balanced and equitable distribution of the resources and avoid bandwidth wasting resulting from unnecessar… Show more

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