Analysis of criteria for long-run average in the problem of stochastic linear regulator

Analysis of criteria for long-run average in the problem of stochastic linear regulator

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Article ID: iaor20163590
Volume: 77
Issue: 10
Start Page Number: 1756
End Page Number: 1767
Publication Date: Oct 2016
Journal: Automation and Remote Control
Authors:
Keywords: stochastic processes, programming: linear, optimization
Abstract:

The optimality criteria used in the problem of stochastic linear regulator over an infinite time horizon were analyzed. A certain criterion for long‐run average and pathwise ergodic were shown to be inefficient with regard for the disturbance factor. Consideration was given to a new criterion of the extended long‐run average and its use in the discounted control systems.

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