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Formal methods for discrete-time dynamical systems

This book bridges fundamental gaps between control theory and formal methods. Although it focuses on discrete-time linear and piecewise affine systems, it also provides general frameworks for abstraction, analysis, and control of more general models. The book is self-contained, and while some mathem...

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Detalles Bibliográficos
Autores principales: Belta, Calin, Yordanov, Boyan, Aydin Gol, Ebru
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-50763-7
http://cds.cern.ch/record/2258643
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author Belta, Calin
Yordanov, Boyan
Aydin Gol, Ebru
author_facet Belta, Calin
Yordanov, Boyan
Aydin Gol, Ebru
author_sort Belta, Calin
collection CERN
description This book bridges fundamental gaps between control theory and formal methods. Although it focuses on discrete-time linear and piecewise affine systems, it also provides general frameworks for abstraction, analysis, and control of more general models. The book is self-contained, and while some mathematical knowledge is necessary, readers are not expected to have a background in formal methods or control theory. It rigorously defines concepts from formal methods, such as transition systems, temporal logics, model checking and synthesis. It then links these to the infinite state dynamical systems through abstractions that are intuitive and only require basic convex-analysis and control-theory terminology, which is provided in the appendix. Several examples and illustrations help readers understand and visualize the concepts introduced throughout the book.
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spelling cern-22586432021-04-21T19:17:08Zdoi:10.1007/978-3-319-50763-7http://cds.cern.ch/record/2258643engBelta, CalinYordanov, BoyanAydin Gol, EbruFormal methods for discrete-time dynamical systemsEngineeringThis book bridges fundamental gaps between control theory and formal methods. Although it focuses on discrete-time linear and piecewise affine systems, it also provides general frameworks for abstraction, analysis, and control of more general models. The book is self-contained, and while some mathematical knowledge is necessary, readers are not expected to have a background in formal methods or control theory. It rigorously defines concepts from formal methods, such as transition systems, temporal logics, model checking and synthesis. It then links these to the infinite state dynamical systems through abstractions that are intuitive and only require basic convex-analysis and control-theory terminology, which is provided in the appendix. Several examples and illustrations help readers understand and visualize the concepts introduced throughout the book.Springeroai:cds.cern.ch:22586432017
spellingShingle Engineering
Belta, Calin
Yordanov, Boyan
Aydin Gol, Ebru
Formal methods for discrete-time dynamical systems
title Formal methods for discrete-time dynamical systems
title_full Formal methods for discrete-time dynamical systems
title_fullStr Formal methods for discrete-time dynamical systems
title_full_unstemmed Formal methods for discrete-time dynamical systems
title_short Formal methods for discrete-time dynamical systems
title_sort formal methods for discrete-time dynamical systems
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-50763-7
http://cds.cern.ch/record/2258643
work_keys_str_mv AT beltacalin formalmethodsfordiscretetimedynamicalsystems
AT yordanovboyan formalmethodsfordiscretetimedynamicalsystems
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