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Computational Mathematics An Introduction by I Liang Chern

Computational Mathematics An Introduction by I Liang Chern

Computational Mathematics An Introduction by I Liang Chern

This note explains the following topics: solving equations of one variable, Basic numerical linear algebra, Approximation theory, Numerical integration, Numerical ordinary differential equations.

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s160 Pages
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Computational Mathematics An Introduction by I Liang Chern

Computational Mathematics An Introduction by I Liang Chern

This note explains the following topics: solving equations of one variable, Basic numerical linear algebra, Approximation theory, Numerical integration, Numerical ordinary differential equations.

s160 Pages
Introduction to Computational Mathematics by Greg Fasshauer

Introduction to Computational Mathematics by Greg Fasshauer

This note describes the following topics: Mathematical modeling, Taylor series, Floating point numbers and MATLAB.

s163 Pages
Mathematics and Computation

Mathematics and Computation

This lecture note covers the following topics: Prelude: computation, undecidability and the limits of mathematical knowledge, Computational complexity 101: the basics, Problems and classes inside N P, Lower bounds, Boolean Circuits, and attacks on P vs. NP, Proof complexity, Randomness in computation, Abstract pseudo-randomness, Weak random sources and randomness extractors, Randomness in proof, Randomness in proofs, Arithmetic complexity, Interlude: Concrete interactions between Math and Computational Complexity.

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Computational Mathematics by Jose Augusto Ferreira

Computational Mathematics by Jose Augusto Ferreira

This lecture note explains the following topics: This Numerical Methods for ODEs, Discretizations for ODEs, The Runge-Kutta Methods, Linear Multistep Methods, Numerical Methods for PDEs, Tools of Functional Analysis, The Ritz-Galerkin Method, FDM for Time-Dependent PDES, Finite Difference Methods for Elliptic Equations, Computational Projects.

s177 Pages