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Paper Abstract and Keywords
Presentation 2015-06-17 09:20
Design of Probabilistic Boolean Networks Based on Network Structure and Steady-state Probabilities
Koichi Kobayashi (Hokkaido Univ.), Kunihiko Hiraishi (JAIST) CAS2015-1 VLD2015-8 SIP2015-32 MSS2015-1
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we consider the problem of finding a probabilistic Boolean network (PBN) based on network structure and desired steady-state properties. The problem of finding a Boolean network (BN) has been studied so far. However, in the problem of finding a PBN, we must calculate not only Boolean functions, but also the probabilities of selecting a Boolean function and the number of candidates of Boolean functions. Hence, the problem of finding a PBN is more difficult than that of finding a BN. Using a matrix-based representation of PBNs, a solution method for this problem is proposed.
Keyword (in Japanese) (See Japanese page) 
(in English) probabilistic Boolean networks / Network structure / Steady-state probabilities / Mixed integer programming / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 90, MSS2015-1, pp. 1-6, June 2015.
Paper # MSS2015-1 
Date of Issue 2015-06-10 (CAS, VLD, SIP, MSS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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)
Download PDF CAS2015-1 VLD2015-8 SIP2015-32 MSS2015-1

Conference Information
Committee MSS CAS SIP VLD  
Conference Date 2015-06-17 - 2015-06-18 
Place (in Japanese) (See Japanese page) 
Place (in English) Otaru University of Commerce 
Topics (in Japanese) (See Japanese page) 
Topics (in English) System, signal processing and related topics 
Paper Information
Registration To MSS 
Conference Code 2015-06-MSS-CAS-SIP-VLD 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Design of Probabilistic Boolean Networks Based on Network Structure and Steady-state Probabilities 
Sub Title (in English)  
Keyword(1) probabilistic Boolean networks  
Keyword(2) Network structure  
Keyword(3) Steady-state probabilities  
Keyword(4) Mixed integer programming  
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1st Author's Name Koichi Kobayashi  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Kunihiko Hiraishi  
2nd Author's Affiliation Japan Advanced Institute of Science and Technology (JAIST)
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Speaker Author-1 
Date Time 2015-06-17 09:20:00 
Presentation Time 25 minutes 
Registration for MSS 
Paper # CAS2015-1, VLD2015-8, SIP2015-32, MSS2015-1 
Volume (vol) vol.115 
Number (no) no.87(CAS), no.88(VLD), no.89(SIP), no.90(MSS) 
Page pp.1-6 
#Pages
Date of Issue 2015-06-10 (CAS, VLD, SIP, MSS) 


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