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Numerical Linear Algebra - An Introduction (Hardcover)
Loot Price: R2,451
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Numerical Linear Algebra - An Introduction (Hardcover)
Series: Cambridge Texts in Applied Mathematics
Expected to ship within 12 - 17 working days
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This self-contained introduction to numerical linear algebra
provides a comprehensive, yet concise, overview of the subject. It
includes standard material such as direct methods for solving
linear systems and least-squares problems, error, stability and
conditioning, basic iterative methods and the calculation of
eigenvalues. Later chapters cover more advanced material, such as
Krylov subspace methods, multigrid methods, domain decomposition
methods, multipole expansions, hierarchical matrices and compressed
sensing. The book provides rigorous mathematical proofs throughout,
and gives algorithms in general-purpose language-independent form.
Requiring only a solid knowledge in linear algebra and basic
analysis, this book will be useful for applied mathematicians,
engineers, computer scientists, and all those interested in
efficiently solving linear problems.
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