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Scientific computing : an introductory survey /

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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 modelin...

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Bibliographic Details
Main Author: Heath, Michael T. (Author)
Format: Book
Language:English
Published: Philadelphia : Society for Industrial and Applied Mathematics, [2018]
Edition:Revised second edition.
Series:Classics in applied mathematics ; 80.
Subjects:
Science > Data processing.
Numerical analysis > Data processing.
Sciences > Informatique.
Analyse numérique > Informatique.
Numerical analysis > Data processing
Science > Data processing
Numerische Mathematik
Table of Contents:
  • Notation
  • Scientific computing
  • Systems of linear equations
  • Linear least squares
  • Eigenvalue problems
  • Nonlinear equations
  • Optimization
  • Interpolation
  • Numerical integration and differentiation
  • Initial value problems for ODEs
  • Boundary value problems for ODEs
  • Partial differential equations
  • Fast fourier transform
  • Random numbers and simulations.