計測自動制御学会論文集
Online ISSN : 1883-8189
Print ISSN : 0453-4654
ISSN-L : 0453-4654
論文
整数計画法を用いた確率ブーリアンネットワークの最適制御
小林 孝一平石 邦彦
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ジャーナル フリー

2010 年 46 巻 11 号 p. 659-665

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抄録
In this paper, the optimal control problem of probabilistic Boolean networks (PBNs) is discussed. A PBN is one of the significant models in biological networks. Although some control methods of PBNs have been proposed so far, it is necessary to compute the state transition diagram with 2n nodes for a given PBN with n states. To avoid this computation, an integer programming-based approach is proposed. In the proposed method, PBNs are transformed into a linear system with binary variables, and the optimal control problem is reduced to an integer linear programming problem, which can be computed relatively easier than the existing methods.
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© 2010 公益社団法人 計測自動制御学会
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