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Controllability Analysis of Biosystems Based on Piecewise-Affine Systems Approach

机译:基于分段仿射系统方法的生物系统可控性分析

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This paper discusses the controllability problem of biosystems based on the piecewise-affine system model representation. First, we consider what kind of controllability problems are useful for analyzing and controlling biosystems, and then the controllable set problem, that is, a problem of finding a state set in which each state can be driven to a given target state, is formulated. It is shown that this problem will be very useful for many kinds of problems on control of biosystems such as the input allocation problem and the stabilization problem. Next, based on our previous probabilistic controllability analysis technique for hybrid dynamical systems, a more sophisticated method for solving the above complex problem in an approximated and suitable way for biosystem analysis is proposed. Finally, the proposed framework is applied to the quorum sensing system of the pathogen Pseudomonas aeruginosa for explaining how it is formulated and what solutions are obtained.
机译:本文基于分段仿射系统模型表示讨论了生物系统的可控性问题。首先,我们考虑什么样的可控性问题对于分析和控制生物系统有用,然后提出可控集合问题,即找到一个状态集合的问题,在该状态集合中每个状态都可以驱动到给定的目标状态。结果表明,该问题对于控制生物系统的许多问题(例如输入分配问题和稳定问题)将非常有用。接下来,基于我们先前对混合动力系统的概率可控性分析技术,提出了一种更复杂的方法,以一种近似且合适的方式来解决生物系统分析中的上述复杂问题。最后,将提出的框架应用于铜绿假单胞菌的群体感应系统,以解释其配方和获得的解决方案。

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