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Multilayer Perceptron: Architecture Optimization and Training
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016-09)
The multilayer perceptron has a large wide of classification and regression applications in many fields: pattern recognition, voice and classification problems. But the architecture choice has a great impact on the convergence ...
PI Stabilization for Congestion Control of AQM Routers with Tuning Parameter Optimization
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016-09)
In this paper, we consider the problem of stabilizing network using a new proportional- integral (PI) based congestion controller in active queue management (AQM) router; with appropriate model approximation in the first ...