2013 Fiscal Year Final Research Report
Control of Stochastic Hybrid Systems and Its Applications to Systems Biology
| Project/Area Number |
23760387
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Control engineering
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| Research Institution | Japan Advanced Institute of Science and Technology |
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Principal Investigator |
KOBAYASHI Koichi 北陸先端科学技術大学院大学, 情報科学研究科, 助教 (50452115)
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| Project Period (FY) |
2011 – 2013
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| Keywords | 確率ハイブリッドシステム / 確率ブーリアンネットワーク / 最適制御 / 離散抽象化 |
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| Research Abstract |
In this research, optimal control and discrete abstraction for stochastic hybrid systems have been addressed. Control of probabilistic Boolean networks has also been addressed. As main results, a solution method of the optimal control problem with probabilistic constraints, and a discrete abstraction method in finite time interval have been proposed. In addition, an application to biological systems has also been discussed based on numerical simulations. Furthermore, for a probabilistic Boolean network, a control method under multiple drugs and a verification method using a probabilistic model checker have been proposed.
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