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Scientific Computing - An Introductory Survey (Paperback, 2nd Revised edition)
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Scientific Computing - An Introductory Survey (Paperback, 2nd Revised edition)
Series: Classics in Applied Mathematics
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This book differs from traditional numerical analysis texts in that
it focuses on the motivation and ideas behind the algorithms
presented rather than on detailed analyses of them. It presents a
broad overview of methods and software for solving mathematical
problems arising in computational modeling and data analysis,
including proper problem formulation, selection of effective
solution algorithms, and interpretation of results. In the 20 years
since its original publication, the modern, fundamental perspective
of this book has aged well, and it continues to be used in the
classroom. This Classics edition has been updated to include
pointers to Python software and the Chebfun package, expansions on
barycentric formulation for Lagrange polynomial interpretation and
stochastic methods, and the availability of about 100 interactive
educational modules that dynamically illustrate the concepts and
algorithms in the book. Scientific Computing: An Introductory
Survey, Second Edition is intended as both a textbook and a
reference for computationally oriented disciplines that need to
solve mathematical problems.
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