Static control of boolean networks using semi-tensor product operation

Ji Suk Park, Jung Min Yang

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, we investigate static control of Boolean networks described in the framework of semi-tensor product (STP) operation. The control objective is to determine control input nodes and their logical values so as to stabilize the considered Boolean network to a desired fixed point or cycle. Using topology of Boolean networks such as incidence matrix and hub nodes, a set of appropriate control input nodes is selected, and based on STP operations, we assign constant control inputs so that the controlled network can converge to a prescribed fixed point or cycle. To validate applicability of the proposed scheme, we conduct a numerical study on the problem of determining control input nodes for a Boolean network representing hierarchical differentiation of myeloid progenitors.

Original languageEnglish
Pages (from-to)137-143
Number of pages7
JournalTransactions of the Korean Institute of Electrical Engineers
Volume66
Issue number1
DOIs
StatePublished - Jan 2017

Keywords

  • Boolean networks
  • Semi-tensor product (STP)
  • Static control
  • Systems biology

Fingerprint

Dive into the research topics of 'Static control of boolean networks using semi-tensor product operation'. Together they form a unique fingerprint.

Cite this