Applied Scientific Computing With Python /

• Main Authors: Turner, Peter R. (Author, http://id.loc.gov/vocabulary/relators/aut), Arildsen, Thomas (http://id.loc.gov/vocabulary/relators/aut), Kavanagh, Kathleen (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Texts in Computer Science,
• Subjects: Numerical analysis.; Python (Computer program language).; Applied mathematics.; Engineering mathematics.; Computer mathematics.; Computer simulation.; Numeric Computing.; Python.; Mathematical and Computational Engineering.; Computational Science and Engineering.; Simulation and Modeling.

This easy-to-understand textbook presents a modern approach to learning numerical methods (or scientific computing), with a unique focus on the modeling and applications of the mathematical content. Emphasis is placed on the need for, and methods of, scientific computing for a range of different typ...

Table of Contents:

• Motivation and Background
• Number Representations and Errors
• Numerical Calculus
• Linear Equations
• Iterative Solution of Nonlinear Equations
• Interpolation
• Differential Equations.