Presentation 2014-03-06
Risk-sensitive Optimal Supervisory Control of Discrete Event Systems
Tatsushi YAMASAKI, Taishi IRIE, Shin MATSUBARA,
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Abstract(in English) In the optimal supervisory control of discrete event systems, the worst case cost and the expectation cost are mainly used for the evaluation of the supervisor. On another front, it is important for the synthesis of the controller with safety to explicitly consider the risk of the system. In this paper, we formulate the discrete event systems controlled by the supervisor as Markov decision processes. We introduces the risk-index and consider the optimal supervisor which minimizes the risk. Moreover we consider the optimal supervisor which maximizes the expectation reward under the constraints of the risk. We propose the synthesis method of the optimal supervisors based on dynamic programming.
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Keyword(in English) supervisory control / discrete event system / optimal control / dynamic programming / risk
Paper # MSS2013-75
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Committee MSS
Conference Date 2014/2/27(1days)
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Registration To Mathematical Systems Science and its applications(MSS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Risk-sensitive Optimal Supervisory Control of Discrete Event Systems
Sub Title (in English)
Keyword(1) supervisory control
Keyword(2) discrete event system
Keyword(3) optimal control
Keyword(4) dynamic programming
Keyword(5) risk
1st Author's Name Tatsushi YAMASAKI
1st Author's Affiliation Faculty of Science and Technology, Setsunan University()
2nd Author's Name Taishi IRIE
2nd Author's Affiliation Faculty of Science and Technology, Setsunan University
3rd Author's Name Shin MATSUBARA
3rd Author's Affiliation Faculty of Science and Technology, Setsunan University
Date 2014-03-06
Paper # MSS2013-75
Volume (vol) vol.113
Number (no) 466
Page pp.pp.-
#Pages 6
Date of Issue