This book focuses on the constructive and practical aspects of
spectral methods. It rigorously examines the most important
qualities as well as drawbacks of spectral methods in the context
of numerical methods devoted to solve non-standard eigenvalue
problems. In addition, the book also considers some nonlinear
singularly perturbed boundary value problems along with
eigenproblems obtained by their linearization around constant
solutions.
The book is mathematical, poising problems in their proper
function spaces, but its emphasis is on algorithms and practical
difficulties. The range of applications is quite large. High order
eigenvalue problems are frequently beset with numerical ill
conditioning problems. The book describes a wide variety of
successful modifications to standard algorithms that greatly
mitigate these problems.
In addition, the book makes heavy use of the concept of
pseudospectrum, which is highly relevant to understanding when
disaster is imminent in solving eigenvalue problems. It also
envisions two classes of applications, the stability of some
elastic structures and the hydrodynamic stability of some parallel
shear flows.
This book is an ideal reference text for professionals
(researchers) in applied mathematics, computational physics and
engineering. It will be very useful to numerically sophisticated
engineers, physicists and chemists. The book can also be used as a
textbook in review courses such as numerical analysis,
computational methods in various engineering branches or physics
and computational methods in analysis.
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