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 |
Copyright and 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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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) |
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probabilistic Boolean networks |
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Network structure |
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Steady-state probabilities |
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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 |
6 |
Date of Issue |
2015-06-10 (CAS, VLD, SIP, MSS) |
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