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Details for article 4 of 13 found articles
| Title: |
Language-measure-theoretic optimal control of probabilistic finite-state systems |
| Author: |
Chattopadhyay, I. Ray, A. |
| Appeared in: |
International journal of control |
| Paging: | Volume 80 (2007) nr. 8 pages 1271-1290 |
| Year: |
2007-08 |
| Contents: |
Supervisory control theory for discrete event systems, introduced by Ramadge and Wonham, is based on a non-probabilistic formal language framework. However, models for physical processes inherently involve modelling errors and noise-corrupted observations, implying that any practical finite-state approximation would require consideration of event occurrence probabilities. Building on the concept of signed real measure of regular languages, this paper formulates a comprehensive theory for optimal control of finite-state probabilistic processes. It is shown that the resulting discrete-event supervisor is optimal in the sense of elementwise maximizing the renormalized langauge measure vector for the controlled plant behaviour and is efficiently computable. The theoretical results are validated through several examples including the simulation of an engineering problem. |
| Publisher: |
Taylor & Francis |
| Source file: |
Elektronische Wetenschappelijke Tijdschriften |
Details for article 4 of 13 found articles
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