Lecture 1 | Convex Optimization | Introduction by Dr. Ahmad Bazzi

Ahmad Bazzi
Ahmad Bazzi
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In Lecture 1 of this course on convex optimization, we will talk about the following points:

00:00 Outline
05:30 What is Optimization?
12:13 Examples
19:20 Factors
24:00 Reliable/Efficient Problems
37:39 Goals & Topics of this Course
39:36 Brief History
45:00 References

Lecture Notes: https://bazziahmad.com/2020/12/18/int...
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References:
[1] Boyd, Stephen, and Lieven Vandenberghe. Convex optimization. Cambridge university press, 2004.
[2]  Nesterov, Yurii. Introductory lectures on convex optimization: A basic course. Vol. 87. Springer Science & Business Media, 2013.
Reference no. 3:
[3] Ben-Tal, Ahron, and Arkadi Nemirovski. Lectures on modern convex optimization: analysis, algorithms, and engineering applications. Vol. 2. Siam, 2001.

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Instructor: Dr. Ahmad Bazzi
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Credits:
Microsoft OneNote: https://products.office.com/en-gb/one...


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