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Textbook in PDF format

The book discusses the topics which are among the most important for a scientist who will be doing numerical computation. This includes many standard items such as solution of systems of linear equations, interpolation, fast Fourier transform, evaluation of integrals and differential equations, optimization and simulation.
The book is written for students of science and engineering