| Presentation | 2015-06-17 Design of Probabilistic Boolean Networks Based on Network Structure and Steady-state Probabilities Koichi Kobayashi, Kunihiko Hiraishi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | probabilistic Boolean networks / Network structure / Steady-state probabilities / Mixed integer programming |
| Paper # | CAS2015-1,VLD2015-8,SIP2015-32,MSS2015-1 |
| Date of Issue | 2015-06-10 (CAS, VLD, SIP, MSS) |
| Conference Information | |
| Committee | MSS / CAS / SIP / VLD |
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| Conference Date | 2015/6/17(2days) |
| 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 |
| Chair | Satoshi Yamane(Kanazawa Univ.) / Satoshi Tanaka(Murata) / Osamu Houshuyama(NEC) / Yusuke Matsunaga(Kyushu Univ.) |
| Vice Chair | Morikazu Nakamura(Univ. of Ryukyus) / Toshihiko Takahashi(Niigata Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) / Masahiro Okuda(Univ. of Kitakyushu) / Takashi Takenana(NEC) |
| Secretary | Morikazu Nakamura(Yamaguchi Univ.) / Toshihiko Takahashi(Toshiba) / Makoto Nakashizuka(Hitachi) / Masahiro Okuda(Tohoku Univ.) / Takashi Takenana(NEC) |
| Assistant | Hideki Kinjo(Okinawa Univ.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Yohei Nakamura(Hitachi) / Takamichi Miyata(Chiba Inst. of Tech.) / Ittetsu Taniguchi(Ritsumeikan Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Circuits and Systems / Technical Committee on Signal Processing / Technical Committee on VLSI Design Technologies |
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| Language | ENG-JTITLE |
| 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 |
| 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) |
| Date | 2015-06-17 |
| Paper # | CAS2015-1,VLD2015-8,SIP2015-32,MSS2015-1 |
| Volume (vol) | vol.115 |
| Number (no) | CAS-87,VLD-88,SIP-89,MSS-90 |
| Page | pp.pp.1-6(CAS), pp.1-6(VLD), pp.1-6(SIP), pp.1-6(MSS), |
| #Pages | 6 |
| Date of Issue | 2015-06-10 (CAS, VLD, SIP, MSS) |