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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：控制科学与工程学院院长
性别：男
毕业院校：哈尔滨工业大学
学位：博士
所在单位：控制科学与工程学院
学科：控制理论与控制工程
办公地点：海山楼A625
电子邮箱：wuyuhu@dlut.edu.cn
Optimal control of Boolean control networks with average cost: A policy iteration approach
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论文类型：期刊论文
发表时间：2019-02-01
发表刊物：AUTOMATICA
收录刊物：SCIE、Scopus
卷号：100
页面范围：378-387
ISSN号：0005-1098
关键字：Boolean control networks; Semi-tensor product (STP); Average optimal control; Infinite horizon optimal control; Policy iteration
摘要：This paper deals with the infinite horizon optimal control problem for deterministic Boolean control networks (BCNs) with average cost. Based on the semi-tensor product of matrices and Jordan decomposition technique, a nested optimality equation for the average infinite horizon problem of BCNs is presented. By resorting to Laurent series expression, a novel policy iteration algorithm, which can find the optimal state feedback controller in finite iteration steps, is proposed. Finally, as a practical application, the optimal intervention problem of Ara operon in E. coil is addressed. (C) 2018 Elsevier Ltd. All rights reserved.