A Maximum Principle for Single-Input Boolean Control Networks

被引:233
|
作者
Laschov, Dmitriy [1 ]
Margaliot, Michael [1 ]
机构
[1] Tel Aviv Univ, Sch Elect Engn Syst, IL-69978 Tel Aviv, Israel
基金
以色列科学基金会;
关键词
Logical functions; necessary condition for optimality; needle variation; semi-tensor product; sum of products representation; systems biology; variational analysis; SWITCHED SYSTEMS; STABILITY;
D O I
10.1109/TAC.2010.2101430
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Boolean networks have recently been attracting considerable interest as computational models for genetic and cellular networks. We consider a Mayer-type optimal control problem for a single-input Boolean network, and derive a necessary condition for a control to be optimal. This provides an analog of Pontryagin's maximum principle for single-input Boolean networks.
引用
收藏
页码:913 / 917
页数:5
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