Fundamentals of Numerical Computation
This repo has extra materials for Fundamentals of Numerical Computation, by Driscoll and Braun (1st edition, 2017), an introductory undergraduate textbook. Includes all functions and code examples from the book, data needed for a few exercises, ideas for labs and projects, and slides for aid with teaching.
Book contents:
* Chapter 1: Numbers, problems, and algorithms
* Chapter 2: Square linear systems
* Chapter 3: Overdetermined linear systems
* Chapter 4: Roots of nonlinear equations
* Chapter 5: Piecewise interpolation
* Chapter 6: Initial-value problems
* Chapter 7: Matrix analysis
* Chapter 8: Krylov methods in linear algebra
* Chapter 9: Global function approximation
* Chapter 10: Boundary-value problems
* Chapter 11: Diffusion equations
* Chapter 12: Advection equations
* Chapter 13: Two-dimensional problems
인용 양식
Toby Driscoll (2024). Fundamentals of Numerical Computation (https://github.com/tobydriscoll/fnc-extras), GitHub. 검색됨 .
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fnc/examples
labs/chapter01/Conditioning
labs/chapter01/Stability
labs/chapter02/Blur
labs/chapter02/BlurConditioning
labs/chapter02/BlurDeblur
labs/chapter02/Magic
labs/chapter02/Norms
labs/chapter03/EyeSeeYou
labs/chapter03/PressureFit
labs/chapter04/Asteroids
labs/chapter04/Gompertz
labs/chapter05/NonsmoothFD
labs/chapter06/Fire
labs/chapter06/SpringFever
labs/chapter06/WhatGoesAround
labs/chapter07/WormMotion
labs/chapter08/PageRankActors
labs/chapter09/BeRational
labs/chapter10/Horn
labs/chapter11/AllenCahn
labs/chapter11/Chemotaxis
labs/chapter13/Potential
projects/oceanvolume
fnc/examples/chapter01
fnc/examples/chapter02
fnc/examples/chapter03
fnc/examples/chapter04
fnc/examples/chapter05
fnc/examples/chapter06
fnc/examples/chapter07
fnc/examples/chapter08
fnc/examples/chapter09
fnc/examples/chapter10
fnc/examples/chapter11
fnc/examples/chapter12
fnc/examples/chapter13
labs/chapter07/WormMotion
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