Matrix Computations (Johns Hopkins Studies in the Mathematical Sciences)

By Charles F. Van Loan

The fourth variation of Gene H. Golub and Charles F. Van Loan's vintage is a necessary reference for computational scientists and engineers as well as researchers within the numerical linear algebra group. an individual whose paintings calls for the answer to a matrix challenge and an appreciation of its mathematical houses will locate this e-book to be an indispensible software.

This revision is a cover-to-cover growth and maintenance of the 3rd version. It now comprises an creation to tensor computations and fresh sections on • speedy transforms• parallel LU• discrete Poisson solvers• pseudospectra• dependent linear equation difficulties• dependent eigenvalue difficulties• large-scale SVD tools• polynomial eigenvalue difficulties

Matrix Computations is jam-packed with difficult difficulties, insightful derivations, and tips to the literature―everything had to turn into a matrix-savvy developer of numerical tools and software.

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