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A Theoretical Introduction to Numerical Analysis (Paperback)
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A Theoretical Introduction to Numerical Analysis (Paperback)
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A Theoretical Introduction to Numerical Analysis presents the
general methodology and principles of numerical analysis,
illustrating these concepts using numerical methods from real
analysis, linear algebra, and differential equations. The book
focuses on how to efficiently represent mathematical models for
computer-based study. An accessible yet rigorous mathematical
introduction, this book provides a pedagogical account of the
fundamentals of numerical analysis. The authors thoroughly explain
basic concepts, such as discretization, error, efficiency,
complexity, numerical stability, consistency, and convergence. The
text also addresses more complex topics like intrinsic error limits
and the effect of smoothness on the accuracy of approximation in
the context of Chebyshev interpolation, Gaussian quadratures, and
spectral methods for differential equations. Another advanced
subject discussed, the method of difference potentials, employs
discrete analogues of Calderon's potentials and boundary projection
operators. The authors often delineate various techniques through
exercises that require further theoretical study or computer
implementation. By lucidly presenting the central mathematical
concepts of numerical methods, A Theoretical Introduction to
Numerical Analysis provides a foundational link to more specialized
computational work in fluid dynamics, acoustics, and
electromagnetism.
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