Fundamentals of Numerical Computation

版本 1.0.0.0 (242.2 MB) 作者: Toby Driscoll
Codes and other resources for the textbook Fundamentals of Numerical Computation.
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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

引用格式

Toby Driscoll (2024). Fundamentals of Numerical Computation (https://github.com/tobydriscoll/fnc-extras), GitHub. 检索来源 .

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fnc

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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1.0.0.0

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