Neural Network Implementation of Admission Control
Neural Information Processing SystemsPublished 1 October 1990
Rodolfo Milito, Isabelle Guyon, Sara A. Solla
Citations8
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TL;DR
A feedforward layered network implements a mapping required to control an unknown stochastic nonlinear dynamical system and is applied to control admission into a queueing system operating in a time-varying environment.
Abstract
A feedforward layered network implements a mapping required to control an unknown stochastic nonlinear dynamical system. Training is based on a novel approach that combines stochastic approximation ideas with backpropagation. The method is applied to control admission into a queueing system operating in a time-varying environment.
Keywords
Computer Science
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