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Books > Science & Mathematics > Mathematics > Algebra
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Introduction to Computational Linear Algebra (Hardcover)
Loot Price: R2,706
Discovery Miles 27 060
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Introduction to Computational Linear Algebra (Hardcover)
Expected to ship within 12 - 17 working days
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Teach Your Students Both the Mathematics of Numerical Methods and
the Art of Computer Programming Introduction to Computational
Linear Algebra presents classroom-tested material on computational
linear algebra and its application to numerical solutions of
partial and ordinary differential equations. The book is designed
for senior undergraduate students in mathematics and engineering as
well as first-year graduate students in engineering and
computational science. The text first introduces BLAS operations of
types 1, 2, and 3 adapted to a scientific computer environment,
specifically MATLAB (R). It next covers the basic mathematical
tools needed in numerical linear algebra and discusses classical
material on Gauss decompositions as well as LU and Cholesky's
factorizations of matrices. The text then shows how to solve linear
least squares problems, provides a detailed numerical treatment of
the algebraic eigenvalue problem, and discusses (indirect)
iterative methods to solve a system of linear equations. The final
chapter illustrates how to solve discretized sparse systems of
linear equations. Each chapter ends with exercises and computer
projects.
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