Multilevel Lattice Piecewise Linear Representation and Its Application in Explicit Predictive Control

被引：0
|
作者：
Wang, Yixuan [1 ]
Li, Zhen [1 ]
Xu, Jun [1 ]
Li, Jiangang [1 ]
机构：
[1] HIT Shenzhen, Sch Mech Engn & Automat, Shenzhen 518055, Peoples R China
来源：
2019 12TH ASIAN CONTROL CONFERENCE (ASCC) | 2019年
关键词：
Lattice piecewise-linear representations; factored form; multi-layer network; explicit predictive control;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents an simple and easy to implement representation for the piecewise linear model. To accomplish this, an optimized lattice piecewise-linear representation is proposed. The optimization process is based on irredundant simplification and multilevel logic optimization. A heuristic algorithm is used to obtain the multilevel form of lattice piecewise linear representations. Besides, a multi-layer network structure is proposed for the implementation of lattice piecewise linear representations. The proposed strategy is applied to explicit model predictive control and the simulation result shows the effectiveness of the multilevel optimization method.
引用
收藏
页码：1066 / 1071
页数：6
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