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Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems (Paperback, 1st ed. 2020)
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Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems (Paperback, 1st ed. 2020)
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This open access book coherently gathers well-founded information
on the fundamentals of and formalisms for modelling cyber-physical
systems (CPS). Highlighting the cross-disciplinary nature of CPS
modelling, it also serves as a bridge for anyone entering CPS from
related areas of computer science or engineering.Truly complex,
engineered systems-known as cyber-physical systems-that integrate
physical, software, and network aspects are now on the rise.
However, there is no unifying theory nor systematic design methods,
techniques or tools for these systems. Individual (mechanical,
electrical, network or software) engineering disciplines only offer
partial solutions. A technique known as Multi-Paradigm Modelling
has recently emerged suggesting to model every part and aspect of a
system explicitly, at the most appropriate level(s) of abstraction,
using the most appropriate modelling formalism(s), and then weaving
the results together to form a representation of the system. If
properly applied, it enables, among other global aspects,
performance analysis, exhaustive simulation, and verification. This
book is the first systematic attempt to bring together these
formalisms for anyone starting in the field of CPS who seeks solid
modelling foundations and a comprehensive introduction to the
distinct existing techniques that are multi-paradigmatic. Though
chiefly intended for master and post-graduate level students in
computer science and engineering, it can also be used as a
reference text for practitioners.
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