First Semester in Numerical Analysis with Julia
by Giray Ökten
Publisher: Florida State University 2019
Number of pages: 214
Description:
The author presents the theory and methods, together with the implementation of the algorithms using the Julia programming language (version 1.1.0). The book covers computer arithmetic, root-finding, numerical quadrature and differentiation, and approximation theory.
Download or read it online for free here:
Download link
(4.6MB, PDF)
Similar books
Numerical Analysis Iby Mark Embree - Rice University
This course takes a tour through many algorithms of numerical analysis. We aim to assess alternative methods based on efficiency, to discern well-posed problems from ill-posed ones, and to see these methods in action through computer implementation.
(11010 views)
Introduction to Fortran 95 and Numerical Computingby Adrian Sandu - Virginia Tech
Contents: a quick tour of fortran 95; the building blocks of a fortran application; flow control; computer arithmetic; applications; intrinsic functions; input and output; arrays; more on procedures; parametrized intrinsic types; derived types; etc.
(10102 views)
Robust Geometric Computationby Kurt Mehlhorn, Chee Yap - New York University
Contents: Introduction to Geometric Nonrobustness; Modes of Numerical Computation; Geometric Computation; Arithmetic Approaches; Geometric Approaches; Exact Geometric Computation; Perturbation; Filters; Algebraic Background; Zero Bounds; etc.
(8195 views)
Iterative Methods for Linear and Nonlinear Equationsby C.T. Kelley - SIAM
This book focuses on a small number of methods and treats them in depth. The author provides a complete analysis of the conjugate gradient and generalized minimum residual iterations as well as recent advances including Newton-Krylov methods.
(8510 views)