I am a PhD student in machine learning and I find your videos quite outstanding. Your videos serve as a pack for PhD and even master students that are pursuing studies in the fields of Artificial Intelligence, Machine Learning, signal processing, and many many more. You might not know how useful your convex optimization lectures are, but here I am telling you that they are very very useful. Keep it up, Ahmad.
This could indeed aid with my maximization problems. And in precise when I have to know when to stop my numerical algorithms. Thank you sir, do you have video on how to get the dual function g(λ,ν) thank you 👍🏻
Hello Sandeep. Interesting question. Actually, it's not that easy due to the integer nature of the problem. There is some work done here based on subadditive functions on the dual. Also, there is many work being done on performing approximate dual prices on mixed integer problems. Example: Drexl, A., & Jörnsten, K. (2007). Reflections about pseudo-dual prices in combinatorial auctions. Journal of the Operational Research Society, 58(12), 1652-1659.
I am a PhD student in machine learning and I find your videos quite outstanding. Your videos serve as a pack for PhD and even master students that are pursuing studies in the fields of Artificial Intelligence, Machine Learning, signal processing, and many many more. You might not know how useful your convex optimization lectures are, but here I am telling you that they are very very useful. Keep it up, Ahmad.
Guess who's back ? Back again ? Bazzi's back with convex optimization again !!
Simply and well enough explained.
Shukran kteer :-D
I'm having my coffee and I've got my exam on this next month. Thanks to keep uploading on convex optimization. ☕️📝
Beautiful piece of explanation and art.
good lecture
very clear explanation. I await the KKT condition lectures eagerly.
This could indeed aid with my maximization problems. And in precise when I have to know when to stop my numerical algorithms. Thank you sir, do you have video on how to get the dual function g(λ,ν) thank you 👍🏻
Super
good 👍🏻
Yes !!
круто
Доброго дня всем!
Can we obtain dual variables for mixed-integer problems?
Hello Sandeep. Interesting question. Actually, it's not that easy due to the integer nature of the problem. There is some work done here based on subadditive functions on the dual. Also, there is many work being done on performing approximate dual prices on mixed integer problems. Example:
Drexl, A., & Jörnsten, K. (2007). Reflections about pseudo-dual prices in combinatorial auctions. Journal of the Operational Research Society, 58(12), 1652-1659.
@@AhmadBazzi Thank you for your information.
But what if the algorithm diverges ? what can we say about the epsilon sub optimality criterion ?
👍
KKT conditions please
Who on earth would want to smash the dislike button ? I just don't get it
good lecture