Course

MATH-251(d): Numerical analysis

Summary

This course offers an introduction to numerical methods for the solution of mathematical problems as: solution of systems of linear and non-linear equations, functions approximation, integration and differentiation and solution of differential equations.

Lectures

Instructor

Pablo Antolin Sanchez

Teaching & PhD PhD Students Philipp Christoph Weder, Davor Dobrota Past EPFL PhD Students as codirector Ondine Chanon Courses Analysis III MATH-202(c) The course studies the fundamental concepts of vector analysis and Fourier-Laplace analysis with a view to their use in solving multidisciplinary problems in scientific engineering. Analysis III (for IC) MATH-203(d) The course studies the fundamental concepts of vector analysis and Fourier-Laplace analysis with a view to thei

Official source

https://edu.epfl.ch/coursebook/en/numerical-analysis-MATH-251-D

Moodle Page

http://go.epfl.ch/MATH-251_d

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Graph Chat

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Summary

Lectures

Instructor

Pablo Antolin Sanchez

Official source

https://edu.epfl.ch/coursebook/en/numerical-analysis-MATH-251-D

Moodle Page

http://go.epfl.ch/MATH-251_d

About this result

Lectures in this course (29)

Lecture 14, Lecture 14 - Part 2 Log in to Mediaspace to watch this video

Iterative Methods for Linear Systems Log in to Mediaspace to watch this video

Covers iterative methods for solving linear systems of equations and discusses the convergence properties of methods like Richardson's method.

Numerical Analysis: Course Overview Log in to Mediaspace to watch this video

Provides an overview of the Numerical Analysis course at EPFL, focusing on course organization, materials, and learning outcomes.

Floating Point Numbers: Representation and Errors Log in to Mediaspace to watch this video

Explores floating point numbers, their representation, precision, and associated errors.

Bisection Method: Solving Non-linear Equations Log in to Mediaspace to watch this video

Explores the bisection method for solving non-linear equations with a focus on error control and MATLAB implementation.

Related courses (32)

MATH-251(a): Numerical analysis

This course presents numerical methods to solve mathematical problems such as systems of linear and nonlinear equations, function approximation, integration and differentiation, and differential equations. ...

MATH-250: Advanced numerical analysis I

Construction and analysis of numerical methods for the solution of problems from linear algebra, integration, approximation, and differentiation. ...

MATH-351: Advanced numerical analysis II

The student will learn state-of-the-art algorithms for solving differential equations. The analysis and implementation of these algorithms will be discussed in some detail. ...

MATH-106(f): Analysis II

Étudier les concepts fondamentaux d'analyse et le calcul différentiel et intégral des fonctions réelles de plusieurs variables. ...

EE-556: Mathematics of data: from theory to computation

This course provides an overview of key advances in continuous optimization and statistical analysis for machine learning. We review recent learning formulations and models as well as their guarantees