Scientific Computing: An Introductory Survey (Classics in Applied Mathematics) - Softcover

Heath, Michael T.

 
9781611975574: Scientific Computing: An Introductory Survey (Classics in Applied Mathematics)
Softcover
ISBN 10: 1611975573 ISBN 13: 9781611975574
Verlag: Society for Industrial & Applied Mathematics,U.S., 2019

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Michael T. Heath is professor and Fulton Watson Copp Chair Emeritus in the department of computer science at the University of Illinois at Urbana-Champaign. His research interests are in scientific computing, particularly numerical linear algebra and optimization, and in parallel computing. He is a SIAM Fellow, ACM Fellow, Associate Fellow of the AIAA, and a member of the European Academy of Sciences. Professor Heath has received numerous teaching awards, including the Taylor L. Booth Education Award from the IEEE Computer Society.

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Verlag
Society for Industrial & Applied Mathematics,U.S.
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
1611975573
ISBN 13 
9781611975574
Einband
Tapa blanda
Anzahl der Seiten
567
Kontakt zum Hersteller
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Verantwortliche Person
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