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Mathematical models are often used to describe complex phenomena
such as climate change dynamics, stock market fluctuations, and the
Internet. These models typically depend on estimated values of key
parameters that determine system behavior. Hence it is important to
know what happens when these values are changed. The study of
single-parameter deviations provides a natural starting point for
this analysis in many special settings in the sciences,
engineering, and economics. The difference between the actual and
nominal values of the perturbation parameter is small but unknown,
and it is important to understand the asymptotic behavior of the
system as the perturbation tends to zero. This is particularly true
in applications with an apparent discontinuity in the limiting
behavior - the so-called singularly perturbed problems. Analytic
Perturbation Theory and Its Applications includes a comprehensive
treatment of analytic perturbations of matrices, linear operators,
and polynomial systems, particularly the singular perturbation of
inverses and generalized inverses. It also offers original
applications in Markov chains, Markov decision processes,
optimization, and applications to Google PageRank(TM) and the
Hamiltonian cycle problem as well as input retrieval in linear
control systems and a problem section in every chapter to aid in
course preparation.
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