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Texts in Computational Science and Engineering
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Scientific Computing

Vol. II - Eigenvalues and Optimization

Autoren: Trangenstein, John A.

  • Interactive HTML version uses 24 JavaScript programs for reader experimentation with algorithms
  • Combines analysis of well-posedness for scientific computing problems with perturbation analysis of related algorithms
  • Discusses the algorithms actually used by trusted software packages such as MATLAB, LAPACK and GSLIB
Weitere Vorteile

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  • ISBN 978-3-319-69107-7
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Hardcover 85,59 €
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  • ISBN 978-3-319-69106-0
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Softcover 85,59 €
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  • ISBN 978-3-030-09871-1
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Über dieses Lehrbuch

This is the second of three volumes providing a comprehensive presentation of the fundamentals of scientific computing. This volume discusses more advanced topics than volume one, and is largely not a prerequisite for volume three. This book and its companions show how to determine the quality of computational results, and how to measure the relative efficiency of competing methods. Readers learn how to determine the maximum attainable accuracy of algorithms, and how to select the best method for computing problems. This book also discusses programming in several languages, including C++, Fortran and MATLAB. There are 49 examples, 110 exercises, 66 algorithms, 24 interactive JavaScript programs, 77 references to software programs and 1 case study.

Topics are introduced with goals, literature references and links to public software. There are descriptions of the current algorithms in LAPACK, GSLIB and MATLAB.

This book could be used for a second course in numerical methods, for either upper level undergraduates or first year graduate students. Parts of the text could be used for specialized courses, such as nonlinear optimization or iterative linear algebra.

Über den Autor

John Trangenstein is Professor of Mathematics Emeritus at Duke University in Durham North Carolina. He was a professor at Duke from 1991 to 2011. Previously he was a Mathematician in the Applied Mathematics Group at Lawrence Livermore National Laboratory from 1986 to 1991, a Research Specialist at Exxon Production Laboratory in Houston from 1981 to 1986, a Mathematician at S Cubed in San Diego from 1979 to 1981, and an Assistant Professor of Mathematics at the University of California at San Diego from 1975 to 1979. He received his PhD in Applied Mathematics from Cornell University in 1975, and his SB degree from the University of Chicago in 1972. He has authored two other book, with Cambridge University Press, namely Numerical Solution of Hyperbolic Partial Differential Equations (2009) and Numerical Solution of Elliptic and Parabolic Partial Differential Equations (2013).


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Inhaltsverzeichnis (4 Kapitel)

Inhaltsverzeichnis (4 Kapitel)
  • Eigenvalues and Eigenvectors

    Seiten 1-201

    Trangenstein, John A.

  • Iterative Linear Algebra

    Seiten 203-305

    Trangenstein, John A.

  • Nonlinear Systems

    Seiten 307-432

    Trangenstein, John A.

  • Constrained Optimization

    Seiten 433-571

    Trangenstein, John A.

Dieses Buch kaufen

eBook 67,82 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-69107-7
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF, EPUB
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Hardcover 85,59 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-69106-0
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Softcover 85,59 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-030-09871-1
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
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Bibliografische Information

Bibliographic Information
Buchtitel
Scientific Computing
Buchuntertitel
Vol. II - Eigenvalues and Optimization
Autoren
Titel der Buchreihe
Texts in Computational Science and Engineering
Buchreihen Band
19
Copyright
2017
Verlag
Springer International Publishing
Copyright Inhaber
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-69107-7
DOI
10.1007/978-3-319-69107-7
Hardcover ISBN
978-3-319-69106-0
Softcover ISBN
978-3-030-09871-1
Buchreihen ISSN
1611-0994
Auflage
1
Seitenzahl
XXVI, 600
Anzahl der Bilder
534 schwarz-weiß Abbildungen, 111 Abbildungen in Farbe
Themen