PID controller optimized by Big Bang-Big Crunch algorithm for the evolution of router bandwidth demand
International Journal of Information Technology(2020)
摘要
This paper presents an application of the Big Bang-Big Crunch algorithm to estimate with high precision the gains Kp, Ki and Kd of a PID controller. The optimized PID controller together with an evolution model is useful for the network administrators as it provides information within 5 or 15-min intervals for the bandwidth distribution. Furthermore, the Big Bang-Big Crunch algorithm results will be compared with those computed by the analysis of a classical PID controller. Finally, simulations with Simulink package are presented to compare the two methodologies.
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关键词
Big Bang-Big crunch algorithm, PID tuning, Network traffic modeling, Router bandwidth demand
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