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Paper Abstract and Keywords
Presentation 2009-11-20 15:10
On an Optimal Maintenance Policy for Two-state POMDP Model with Multiple Observations
Kenichi Hayashi, Nobuyuki Tamura, Tetsushi Yuge, Shigeru Yanagi (N.D.A) R2009-44
Abstract (in Japanese) (See Japanese page) 
(in English) This study considers a system which can be in either a GOOD or BAD state
and which deteriorates stochastically in discrete times. Operator selects
one of the following actions; operation, inspection, repair or replacement by earning some information of the system. When operation
is selected, he can decide whether to use a monitor or not. After
operation, the ture system can not detected. On the otherhand, after
inspection, the true state can be detected without fail. In this study, we express the system with multiple observations as POMDP(Partially
Observable Markov Decision Processes)model. we establish the propaties of an optimal maintenance policy minimizing the total expected discount
cost.
Keyword (in Japanese) (See Japanese page) 
(in English) Markov chain / imcomplete information / multiple observations / optimal maintenance policy / total expected discount cost / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 294, R2009-44, pp. 17-22, Nov. 2009.
Paper # R2009-44 
Date of Issue 2009-11-13 (R) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee R  
Conference Date 2009-11-20 - 2009-11-20 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To R 
Conference Code 2009-11-R 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) On an Optimal Maintenance Policy for Two-state POMDP Model with Multiple Observations 
Sub Title (in English)  
Keyword(1) Markov chain  
Keyword(2) imcomplete information  
Keyword(3) multiple observations  
Keyword(4) optimal maintenance policy  
Keyword(5) total expected discount cost  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Kenichi Hayashi  
1st Author's Affiliation National Defense Academy (N.D.A)
2nd Author's Name Nobuyuki Tamura  
2nd Author's Affiliation National Defense Academy (N.D.A)
3rd Author's Name Tetsushi Yuge  
3rd Author's Affiliation National Defense Academy (N.D.A)
4th Author's Name Shigeru Yanagi  
4th Author's Affiliation National Defense Academy (N.D.A)
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Speaker
Date Time 2009-11-20 15:10:00 
Presentation Time 25 
Registration for R 
Paper # IEICE-R2009-44 
Volume (vol) IEICE-109 
Number (no) no.294 
Page pp.17-22 
#Pages IEICE-6 
Date of Issue IEICE-R-2009-11-13 


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