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Linear and Discrete Optimization

École Polytechnique Fédérale de Lausanne via Coursera

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  • Provider Coursera
  • $ Cost Free Online Course (Audit)
  • Session Finished
  • Language English
  • Certificate Certificate Available
  • Effort 3-6 hours a week
  • Start Date

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This course serves as an introduction to linear and discrete optimization from the viewpoint of a mathematician or computer scientist.  Besides learning how linear and discrete optimization can be applied, we focus on understanding methods that solve linear programs and discrete optimization problems in a mathematically rigorous way.

We will answer  questions like:

  • Does a particular method work correctly?
  • Does it terminate and, if yes, in what time?
  • Can we prove that a solution is optimal?
The course starts by discussing what a linear program is and how linear programming can be applied. Then, we will treat the simplex method and the theory of duality. We will then discuss some combinatorial optimization problems like maximum weight bipartite matching and maximum flows. 

The course constitutes about half of the material on linear and discrete optimization that is taught for mathematics and computer science undergraduates at EPFL and will feature video lectures, quizzes, programming assignments, and a final exam.

Taught by

Friedrich Eisenbrand

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Reviews for Coursera's Linear and Discrete Optimization
4.3 Based on 4 reviews

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Anonymous
5.0 5 years ago
Anonymous completed this course.
Excellent lectures so far. I can see the the lecturer spent a large amount of time and energy for making advanced materials like proofs accessible to students.

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Anonymous
5.0 4 years ago
Marieta completed this course.
This is my first one, but I think it will be very usefull for me
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Rafael P
3.0 3 years ago
Rafael completed this course.
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Asr A
4.0 2 years ago
by Asr dropped this course.
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