Identification of Boolean Control Networks Incorporating Prior Knowledge

被引：0
|
作者：
Zhang, Zhihua [1 ]
Leifeld, Thomas [1 ]
Zhang, Ping [1 ]
机构：
[1] Univ Kaiserslautern, Inst Automat Control, Erwin Schroedinger Str 12, D-67653 Kaiserslautern, Germany
来源：
2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC) | 2017年
关键词：
DYNAMICS; MODELS;
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：
In this paper, we investigate identification problem of Boolean control networks (BCNs) by applying the semi-tensor product and representing the system matrices by binary parameters. Prior knowledge can be utilized to reduce the number of binary parameters in system matrices. For the estimation problem of BCNs, the prediction error method will be applied, which is formulated as an integer linear programming problem. Examples are given to illustrate the proposed approach.
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页数：6
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