Optimal Scheduling in General Multi-Queue System by Combining Simulation and Neural Network Techniques

The problem of optimal scheduling in a system with parallel queues and a single server has been extensively studied in queueing theory. However, such systems have mostly been analysed by assuming homogeneous attributes of arrival and service processes, or Markov queueing models were usually assumed...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Dmitry Efrosinin, Vladimir Vishnevsky, Natalia Stepanova
Format:	Article
Language:	English
Published:	MDPI AG 2023-06-01
Subjects:	optimal scheduling heterogeneous queues Markov decision problem queue simulation simulated annealing neural network
Online Access:	https://www.mdpi.com/1424-8220/23/12/5479