Title :
Observability analysis of Boolean networks with biological applications
Author :
Kobayashi, Koichi ; Imura, Jun-ichi
Author_Institution :
Japan Adv. Inst. of Sci. & Technol., Ishikawa, Japan
Abstract :
This paper discusses the observability analysis of Boolean networks. A Boolean network model is one of the typical models of biological networks such as gene regulatory networks and metabolic networks, and it is one of the significant topics to consider the analysis and control problems using Boolean network models. In this paper, after the notion of the observability is defined, we derive a necessary and sufficient condition for the system to be observable. Furthermore, we show an example of a neurotransmitter signaling pathway.
Keywords :
Boolean functions; biocomputing; Boolean network model; biological networks; gene regulatory networks; metabolic networks; neurotransmitter signaling pathway; observability analysis; Biochemistry; Biological control systems; Biological system modeling; Boolean functions; Control system analysis; Controllability; Large-scale systems; Neurotransmitters; Observability; Sufficient conditions; Boolean network models; Hamming distance; Observability; Systems biology;
Conference_Titel :
ICCAS-SICE, 2009
Conference_Location :
Fukuoka
Print_ISBN :
978-4-907764-34-0
Electronic_ISBN :
978-4-907764-33-3