TY - GEN
T1 - Robust stability analysis for cyclic gene regulatory networks with uncertainty
AU - Osawa, Syuhei
AU - Hori, Yutaka
AU - Hara, Shinji
PY - 2011/8/29
Y1 - 2011/8/29
N2 - This paper investigates robustness properties of gene regulatory networks with cyclic interconnections. In particular, we treat the heterogeneity of the gene's dynamics using a framework of robustness analysis, and derive necessary and sufficient conditions for robust stability. To this end, we first present a mathematical formulation of the gene regulatory network where dynamics of gene expression has a certain degree of uncertainty. Then, graphical and analytic criteria for robust stability are derived based on a robustness analysis scheme for large-scale multi-agent systems. These conditions are easily applicable to large-scale gene regulatory networks, which involve many components. Finally, the results are interpreted from a biological viewpoint, and they are verified by numerical simulations.
AB - This paper investigates robustness properties of gene regulatory networks with cyclic interconnections. In particular, we treat the heterogeneity of the gene's dynamics using a framework of robustness analysis, and derive necessary and sufficient conditions for robust stability. To this end, we first present a mathematical formulation of the gene regulatory network where dynamics of gene expression has a certain degree of uncertainty. Then, graphical and analytic criteria for robust stability are derived based on a robustness analysis scheme for large-scale multi-agent systems. These conditions are easily applicable to large-scale gene regulatory networks, which involve many components. Finally, the results are interpreted from a biological viewpoint, and they are verified by numerical simulations.
UR - http://www.scopus.com/inward/record.url?scp=80052008787&partnerID=8YFLogxK
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M3 - Conference contribution
AN - SCOPUS:80052008787
SN - 9788995605646
T3 - ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings
SP - 869
EP - 874
BT - ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings
T2 - 8th Asian Control Conference, ASCC 2011
Y2 - 15 May 2011 through 18 May 2011
ER -