Convex Optimization

Curso

Inglês

80 h

Fonte

De www.edx.org

CONDIÇÕES

Individualizado
Acesso livre

Mais informações

8 sequências
Advanced Level

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Detalhes do curso

Programa de Estudos

How to recognize convex optimization problems that arise in applications.
How to present the basic theory of such problems, concentrating on results that are useful in computation.
A thorough understanding of how such problems are solved, and some experience in solving them.
The background required to use the methods in your own research work or applications.

Pré-requisito

You should have good knowledge of linear algebra and exposure to probability. Exposure to numerical computing, optimization, and application fields is helpful but not required; the applications will be kept basic and simple. You will use matlab and CVX to write simple scripts, so some basic familiarity with matlab is helpful. We will provide some basic Matlab tutorials.

Instrutores

Stephen Boyd
Samsung Professor in the School of Engineering and Professor, by courtesy, of Computer Science and of Management Science and Engineering
Stanford University

Henryk Blasinski
Teaching Assistant
Stanford University

Plataforma

EdX est une plateforme d'apprentissage en ligne (dite FLOT ou MOOC). Elle héberge et met gratuitement à disposition des cours en ligne de niveau universitaire à travers le monde entier. Elle mène également des recherches sur l'apprentissage en ligne et la façon dont les utilisateurs utilisent celle-ci. Elle est à but non lucratif et la plateforme utilise un logiciel open source.

EdX a été fondée par le Massachusetts Institute of Technology et par l'université Harvard en mai 2012. En 2014, environ 50 écoles, associations et organisations internationales offrent ou projettent d'offrir des cours sur EdX. En juillet 2014, elle avait plus de 2,5 millions d'utilisateurs suivant plus de 200 cours en ligne.

Les deux universités américaines qui financent la plateforme ont investi 60 millions USD dans son développement. La plateforme France Université Numérique utilise la technologie openedX, supportée par Google.

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