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 language | English |
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Pages (from-to) | 137-143 |
Number of pages | 7 |
Journal | Transactions of the Korean Institute of Electrical Engineers |
Volume | 66 |
Issue number | 1 |
DOIs | |
State | Published - Jan 2017 |
Keywords
- Boolean networks
- Semi-tensor product (STP)
- Static control
- Systems biology