Robustness of inverse perturbation for discrete event control.
Robustness of inverse perturbation for discrete event control.
复制标题
离散事件控制逆扰动的鲁棒性。
DOI：
10.1109/iembs.2011.6090674
复制
发表时间：
2011
期刊：
影响因子：
--
通讯作者：
Schonfeld,Dan
中科院分区：
文献类型：
--
作者：
Bouaynaya,Nidhal;Shterenberg,Roman;Schonfeld,Dan
We study the robustness of the inverse perturbation solution in discrete-time systems modeled by homogeneous Markov chains. We cast the optimal inverse perturbation control as a strictly convex optimization problem, which admits a unique global solution. We show that the optimal inverse perturbation control is robust to estimation errors in the original network. The derived results are applied to the Human melanoma gene regulatory network, where the aim is to force the network to converge to a desired steady-state distribution of gene regulation.
