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随机布尔网络钉扎镇定的充要条件

Necessary and Sufficient Conditions on Pinning Stabilization for Stochastic Boolean Networks.

作者信息

Wang Liqing, Fang Mei, Wu Zheng-Guang, Lu Jianquan

出版信息

IEEE Trans Cybern. 2020 Oct;50(10):4444-4453. doi: 10.1109/TCYB.2019.2931051. Epub 2019 Aug 15.

Abstract

In this paper, the stabilization problem of the Boolean network (BN) with stochastic disturbances via pinning control has been investigated. The necessary and sufficient conditions are given for robust stabilization of a BN with stochastic disturbances. Then, pinning control is considered to stabilize a BN with stochastic disturbances. An algorithm is given to obtain a new stable system and the pinning control, including the pinned nodes, control design, and control adding, is also solved. Finding the minimal number of pinned nodes is further analyzed. The necessary and sufficient conditions are obtained for the solvability of pinning control, based on which some matrices sets are constructed which leads to the necessary and sufficient conditions of pinning t nodes. Furthermore, an algorithm is introduced to search the minimal number of pinned nodes and what exactly they are, which will reduce the computational burden. Examples are given to illustrate the efficiency of the obtained results.

摘要

本文研究了具有随机干扰的布尔网络(BN)通过牵制控制的镇定问题。给出了具有随机干扰的布尔网络鲁棒镇定的充要条件。然后,考虑采用牵制控制来镇定具有随机干扰的布尔网络。给出了一种算法以获得一个新的稳定系统,并且还解决了牵制控制问题,包括被牵制节点、控制设计和控制添加。进一步分析了寻找最小数量的被牵制节点的问题。得到了牵制控制可解性的充要条件,基于此构造了一些矩阵集,从而得到牵制(t)个节点的充要条件。此外,引入了一种算法来搜索最小数量的被牵制节点以及它们具体是什么,这将减轻计算负担。给出了例子来说明所获结果的有效性。

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