A numerical method for the approximation of reachable sets of linear control systems

被引:4
|
作者
Shao, Lizhen [1 ]
Zhao, Fangyuan [1 ]
Hu, Guangda [2 ]
机构
[1] Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China
[2] Shanghai Univ, Dept Math, Shanghai 200444, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
reachable set; linear system; convex programming; sandwich algorithm; ELLIPSOIDAL TECHNIQUES; OPTIMIZATION; COMPUTATION; DOMAIN;
D O I
10.1093/imamci/dnx052
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, a numerical method for the approximation of reachable sets of linear control systems is discussed. First a continuous system is transformed into a discrete one with Runge-Kutta methods. Then based on Benson's outer approximation algorithm for solving multiobjective optimization problems, we propose a variant of Benson's algorithm to sandwich the reachable set of the discrete system with an inner approximation and an outer approximation. By specifying an approximation error, the quality of the approximations measured in Hausdorff distance can be directly controlled. Furthermore, we use an illustrative example to demonstrate the working of the algorithm. Finally, computational experiments illustrate the superior performance of our proposed algorithm compared to a recent algorithm in the literature.
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页码:423 / 441
页数:19
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