Hybrid Dynamical Systems: An Introduction to Control and Verification

Hai Lin, P. Antsaklis
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引用次数: 85

Abstract

Hybrid dynamical systems are a class of complex systems that involve interacting discrete-eventand continuous-variable dynamics. They are important in applications in embedded systems,cyber-physical systems, robotics, manufacturing systems, traffic management, bio-molecular networks,and have recently been at the center of intense research activity in the control theory,computer-aided verification, and artificial intelligence communities. This paper provides a tutorialintroduction to this multidisciplinary research area. A number of fundamental topics, such asmodeling, abstraction, verification, supervisory control, stability analysis, stabilization, andoptimal control of hybrid systems are introduced and discussed. Additionally, more advanced topicsare briefly discussed at the end of each chapter with references given for further reading.
混合动力系统:控制与验证导论
混合动力系统是一类涉及离散事件动力学和连续变量动力学相互作用的复杂系统。它们在嵌入式系统、网络物理系统、机器人技术、制造系统、交通管理、生物分子网络等领域的应用非常重要,最近也成为控制理论、计算机辅助验证和人工智能社区激烈研究活动的中心。本文对这一多学科研究领域提供了一个指导性的介绍。介绍并讨论了混合系统的建模、抽象、验证、监督控制、稳定性分析、镇定和最优控制等基本问题。此外,在每章的末尾简要讨论了更高级的主题,并提供了进一步阅读的参考资料。
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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