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A Contraction Theory Approach to Singularly Perturbed Systems with Application to Retroactivity Attenuation

机译:奇异摄动系统的收缩理论方法及其在回归衰减中的应用

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摘要

In this paper, we revisit standard results for singularly perturbed systems on the infinite time interval by employing tools from nonlinear contraction theory. This allows us to determine explicit bounds both on the rate of convergence of trajectories to the slow manifold, and on the distance between these trajectories and those of the reduced system. We illustrate the application of the proposed technique to the problem of retroactivity attenuation in biomolecular systems, that is, to the problem of attenuating the effects of output loading due to interconnection to downstream systems. By virtue of the explicit bounds, we can single out the key biochemical parameters to tune in order to enhance retroactivity attenuation. This provides design guidelines for synthetic biology devices that are robust to loading and can function as insulation devices just like insulating amplifiers work in electronics.
机译:在本文中,我们使用非线性收缩理论的工具,回顾了无限时间间隔上奇摄动系统的标准结果。这使我们能够确定轨迹到慢流形的收敛速度以及这些轨迹与简化系统的轨迹之间的距离的明确界限。我们说明了所提出的技术在生物分子系统中追溯活性衰减问题的应用,即,由于与下游系统的互连而减弱了输出负载影响的问题。借助明确的界限,我们可以挑选出关键的生化参数进行调整,以增强追溯力。这为合成生物学设备提供了设计指南,这些设备对负载具有鲁棒性,并且可以像绝缘放大器在电子产品中一样用作绝缘设备。

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