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This book deals with the impact of uncertainty in input data on the
outputs of mathematical models. Uncertain inputs as scalars,
tensors, functions, or domain boundaries are considered. In
practical terms, material parameters or constitutive laws, for
instance, are uncertain, and quantities as local temperature, local
mechanical stress, or local displacement are monitored. The goal of
the worst scenario method is to extremize the quantity over the set
of uncertain input data.
A general mathematical scheme of the worst scenario method,
including approximation by finite element methods, is presented,
and then applied to various state problems modeled by differential
equations or variational inequalities: nonlinear heat flow,
Timoshenko beam vibration and buckling, plate buckling, contact
problems in elasticity and thermoelasticity with and without
friction, and various models of plastic deformation, to list some
of the topics. Dozens of examples, figures, and tables are
included.
Although the book concentrates on the mathematical aspects of the
subject, a substantial part is written in an accessible style and
is devoted to various facets of uncertainty in modeling and to the
state of the art techniques proposed to deal with uncertain input
data.
A chapter on sensitivity analysis and on functional and convex
analysis is included for the reader's convenience.
-Rigorous theory is established for the treatment of uncertainty in
modeling
- Uncertainty is considered in complex models based on partial
differential equations or variational inequalities
- Applications to nonlinear and linear problems with uncertain data
are presented in detail: quasilinear steady heat flow, buckling of
beams and plates, vibration of beams, frictional contact of bodies,
several models of plastic deformation, and more
-Although emphasis is put on theoretical analysis and approximation
techniques, numerical examples are also present
-Main ideas and approaches used today to handle uncertainties in
modeling are described in an accessible form
-Fairly self-contained book
The idea for this book was developed in the seminar on problems of
con tinuum mechanics, which has been active for more than twelve
years at the Faculty of Mathematics and Physics, Charles
University, Prague. This seminar has been pursuing recent
directions in the development of mathe matical applications in
physics; especially in continuum mechanics, and in technology. It
has regularly been attended by upper division and graduate
students, faculty, and scientists and researchers from various
institutions from Prague and elsewhere. These seminar participants
decided to publish in a self-contained monograph the results of
their individual and collective efforts in developing applications
for the theory of variational inequalities, which is currently a
rapidly growing branch of modern analysis. The theory of
variational inequalities is a relatively young mathematical
discipline. Apparently, one of the main bases for its development
was the paper by G. Fichera (1964) on the solution of the Signorini
problem in the theory of elasticity. Later, J. L. Lions and G.
Stampacchia (1967) laid the foundations of the theory itself.
Time-dependent inequalities have primarily been treated in works of
J. L. Lions and H. Bnlzis. The diverse applications of the
variational in equalities theory are the topics of the well-known
monograph by G. Du vaut and J. L. Lions, Les iniquations en
micanique et en physique (1972)."
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