Institute of Industrial Science, University of Tokyo, -6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan.
Philos Trans A Math Phys Eng Sci. 2010 Nov 13;368(1930):4893-914. doi: 10.1098/rsta.2010.0237.
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.
在这篇介绍性文章中,我们概述了本期特刊的内容。本期特刊涉及到混合动力系统的一个富有成果的领域,其特点是连续和离散动力学的共存。现在已经知道,存在许多具有不连续性的混合动力系统,如冲击、切换、摩擦和滑动。本期特刊的首要目标是讨论在动力系统理论和控制系统理论这两个主要理论领域中理解混合动力系统非线性动力学的最新进展。在这两个理论领域中对混合系统动力学的联合研究可能有助于对混合动力系统有更全面的理解。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尤为重要,因为它们具有许多不连续性,如神经元的阈值触发发射、转录因子的基因表达开-关切换、细胞分裂以及前列腺癌的某些类型的时间治疗。因此,本期特刊的第二个目标是讨论混合动力系统在生物学和医学中的最新应用。因此,本期特刊不仅具有一般性,可作为混合系统理论最新进展的综述,而且还具有特殊性,介绍了混合系统在生物学和医学中的有趣和刺激的应用。作为本期特刊主题的介绍,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、动力系统理论和控制系统理论之间的关系、简单神经元模型及其变体中的复杂行为的例子、混合动力系统在生物学和医学中的应用作为本期特刊文章的路线图以及混合系统建模的未来方向。