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Theory of hybrid dynamical systems and its applications to biological and medical systems

机译:混合动力系统理论及其在生物和医学系统中的应用

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In this introductory article, we survey the contents of this Theme Issue. This Theme Issue deals with a fertile region of hybrid dynamical systems that are characterized by the coexistence of continuous and discrete dynamics. It is now well known that there exist many hybrid dynamical systems with discontinuities such as impact, switching, friction and sliding. The first aim of this Issue is to discuss recent developments in understanding nonlinear dynamics of hybrid dynamical systems in the two main theoretical fields of dynamical systems theory and control systems theory. A combined study of the hybrid systems dynamics in the two theoretical fields might contribute to a more comprehensive understanding of hybrid dynamical systems. In addition, mathematical modelling by hybrid dynamical systems is particularly important for understanding the nonlinear dynamics of biological and medical systems as they have many discontinuities such as threshold-triggered firing in neurons, on–off switching of gene expression by a transcription factor, division in cells and certain types of chronotherapy for prostate cancer. Hence, the second aim is to discuss recent applications of hybrid dynamical systems in biology and medicine. Thus, this Issue is not only general to serve as a survey of recent progress in hybrid systems theory but also specific to introduce interesting and stimulating applications of hybrid systems in biology and medicine. As the introduction to the topics in this Theme Issue, we provide a brief history of nonlinear dynamics and mathematical modelling, different mathematical models of hybrid dynamical systems, the relationship between dynamical systems theory and control systems theory, examples of complex behaviour in a simple neuron model and its variants, applications of hybrid dynamical systems in biology and medicine as a road map of articles in this Theme Issue and future directions of hybrid systems modelling.
机译:在此介绍性文章中,我们调查了本主题发行的内容。本期主题涉及混合动力系统的一个肥沃区域,其特征是连续和离散动力学并存。现在众所周知,存在许多具有不连续性的混合动力系统,例如冲击,切换,摩擦和滑动。本期杂志的首要目的是在动力系统理论和控制系统理论这两个主要理论领域中,探讨了解混合动力系统的非线性动力学的最新进展。在两个理论领域中对混合动力系统动力学的综合研究可能有助于更全面地了解混合动力系统。此外,通过混合动力系统进行数学建模对于理解生物和医学系统的非线性动力学特别重要,因为它们具有许多不连续性,例如神经元中的阈值触发放电,通过转录因子进行的基因表达的开/关切换,细胞和某些类型的chronotherapy用于前列腺癌。因此,第二个目的是讨论混合动力系统在生物学和医学中的最新应用。因此,本期杂志不仅是对混合系统理论最新进展的概述,而且还专门介绍了混合系统在生物学和医学领域的有趣且令人兴奋的应用。作为本主题课题的简介,我们提供了非线性动力学和数学建模的简要历史,混合动力系统的不同数学模型,动力学系统理论与控制系统理论之间的关系,简单神经元中复杂行为的示例模型及其变体,混合动力系统在生物学和医学中的应用,作为本主题中文章的路线图以及混合系统建模的未来方向。

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