Modeling with nonsmooth dynamics

Research output: Book/ReportAuthored book

Abstract

As mathematics is applied to model ever new problems in engi- neering and the life sciences, increasing use is being made of systems that switch between different sets of equations on distinct domains. To find their dynamics requires the discontinuity between domains to be resolved or ‘regularized’ in some way, and there exist a range of methods to do so. Some preserve the ideal character of the disconti- nuity as a piecewise-smooth system (giving e.g. ‘impact’ or ‘switching’ dynamics), while others blur the discontinuity by smoothing it out, or introducing overshoots due to deterministic or stochastic delays.
Despite exciting new applications and major theoretical advances, it remains unclear how widely applicable nonsmooth models are, or in what sense they approximate discontinuities in real world systems. It is even unclear how to correctly simulate or solve nonsmooth systems, or how robust such solutions are to perturbation. To move closer towards these goals, here we survey one of the main approaches to modeling nonsmooth dynamics, and look at how loosening some of its rigourous but idealized framework allows us to probe its modeling assumptions. We also draw together a range of phenomena that characterize the sensitivity and robustness of nonsmooth dynamical models.
Original languageEnglish
Place of PublicationSwitzerland
PublisherSpringer
Number of pages108
Volume7
ISBN (Electronic)978-3-030-35987-4
ISBN (Print)978-3-030-35986-7
DOIs
Publication statusPublished - 1 Mar 2020

Publication series

NameFrontiers in applied dynamical systems
PublisherSpringer Nature
ISSN (Print)2364-4532

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  • Cite this

    Jeffrey, M. R. (2020). Modeling with nonsmooth dynamics. (Frontiers in applied dynamical systems). Springer. https://doi.org/10.1007/978-3-030-35987-4