Switched Positive Linear Systems

F. Blanchini, P. Colaneri, M. E. Valcher
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引用次数: 113

Abstract

Positive systems are an important class of systems that frequently arise in application areas, such as in the chemical process industry, electronic circuit design, communication networks, and biology. The study of the stability of such systems differs from standard systems in that the analysis focuses only on the trajectories generated under positivity constraints. Switched positive systems also arise in a variety of applications. Examples can be found in TCP congestion control, in processes described by non-homogeneous Markov chains, in image processing, in biochemical networks, and so on. In comparison to general switched systems, that have received a lot of attention in the past years, the theory for positive switched systems is still in its infancy. Switched Positive Linear Systems studies the stability, performance evaluation, stabilization via switching control, and optimal control of (continuous-time and linear) positive switched systems. It provides a review of the results that have already been established in the literature. Other results, especially those related to norm computation and optimization, are new and are presented integrated with previous ones. Switched Positive Linear Systems provides a comprehensive and timely introduction to the study of such systems. Readers who are new to the topic will find everything required to understand such systems in a concise and accessible form.
切换正线性系统
正系统是一类重要的系统,经常出现在应用领域,如化学过程工业,电子电路设计,通信网络和生物学。这种系统稳定性的研究与标准系统的不同之处在于,分析只关注在正约束下产生的轨迹。开关正极系统也出现在各种应用中。例子可以在TCP拥塞控制、非齐次马尔可夫链描述的进程、图像处理、生化网络等中找到。与过去几年受到广泛关注的一般开关系统相比,正开关系统的理论仍处于起步阶段。切换正线性系统研究(连续时间和线性)正切换系统的稳定性、性能评价、切换控制稳定化和最优控制。它提供了对已经在文献中建立的结果的回顾。其他结果,特别是范数计算和优化方面的结果,是新的,并与以前的结果相结合。开关正线性系统提供了一个全面和及时的介绍,以研究这类系统。对这个主题不熟悉的读者将发现以简明易懂的形式理解这些系统所需的一切。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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