Lecture 5 | Linear Programming & SIMPLEX algorithm w MATLAB | Convex Optimization

[@antonioalmeida8443]

It's been almost 19 months now, thank you for uploading and keeping these videos including the LP video on 'm currently taking LP class at The University of Texas at Austin and we're using a different and slightly simpler method to solve, they way my the fundamental concepts are very are still a lot of confusions in my class as to did the equations come from since I'll be taking Machine Learning later on, I'm glad that I found your lecture videos, very clear many other Canadian universities also use canonical I hate to collaborate with teams and Anstee's

[@AhmadBazzi]

It’s really good your found the lecture helpful. Indeed, convex optimization finds application in many fields, such as Machine learning. I hope after these lectures, you’d find machine learning to be a piece of cake;)

[@rosalielarson7714]

Legendary lecture of linear master.

[@rameshreddy6211]

Professor..! your explanation with matlab made easy about this topic.

[@discoredboralo213]

How do you validate and test the performance of a linear programming solution, and what metrics should be used?

[@zandrawilliam1721]

I couldn't understand English language very m sure you're one of the best teachers in maths.👍👍👍

[@AhmadBazzi]

thank you for the kind words

[@Kocabirsacmali1k1]

How do you formulate an optimization problem as a linear programming problem, and what considerations should be made when selecting objective functions and constraints?

[@hashirroshinvaliyaparambil70]

Hey Dr Ahmed, Thanks for this wonderful tutorial on convex optimization: D. is it possible to get this written note( note you've written in OneNote), so that learning would become much easier?

[@lrtfn12]

How does linear programming relate to economic equilibrium analysis, and what are some common techniques for solving equilibrium problems?

[@emiricsel]

How can you use linear programming to optimize portfolio selection, and what techniques are commonly used?

[@rsiecrxq]

What is binary programming, and how is it used to solve optimization problems with binary variables?

[@musa01adana56]

What is the goal programming approach, and how is it used to solve optimization problems with multiple conflicting objectives?

[@Eg_HanEz]

How does linear programming relate to machine learning and deep learning, and what are some common techniques for integrating the two?

[@Hyun1nmiiss]

How can you use linear programming to solve supply chain and logistics problems, and what techniques are commonly used?

[@hersey5067]

How can you use linear programming to optimize resource allocation, and what techniques are commonly used?

[@emrkayaytb6136]

What is the simplex method, and how is it used to solve linear programming problems?

[@nivedithanamasivaayam1777]

Sir, This video is really helpful. Could you please make a video on Mixed Integer Linear Programming.?

[@AhmadBazzi]

Sure I will consider this in the very near future

[@danmcgloven8169]

@@AhmadBazzi Please do a video on MILP as @Niveditha suggests

[@dogukanozturk2400]

How does the choice of optimization algorithm affect the performance of linear programming, and what factors should be considered when selecting an algorithm?

[@starwars1941]

What is integer programming, and how does it differ from linear programming?

[@user-ok2de7gl7v]

What is the assignment problem, and how is it solved using linear programming techniques?

[@mallorypoynor8609]

Professor! i really like your method of up the good work.

[@AhmadBazzi]

thank you so much .. I'm glad you found the lecture useful.

[@Emre-my6no]

How does linear programming relate to regression analysis, and what are some common regression techniques?

[@yenikanal1662]

Can you provide examples of practical applications of linear programming in economics, engineering, and other fields?

[@chiqiu998]

Thank you sooooo much for making such excellent lectures!!

[@shokri7988]

How does linear programming differ from other optimization techniques, such as quadratic programming and mixed-integer programming?

[@youtuberogretmeniniz7584]

How does linear programming relate to game theory, and what are some examples of game-theoretic applications?

[@WonderCoder7]

Hello thanks for the video and the code. I have been trying to use the code for the 2 variables and two constraints but its not working. I have got some errors about iteration size is not avaible. Do you have any idea why? thank you

[@faizanmansoori]

Please use SIMPLEX in Python or Julia also

[@shalinshah494]

Amazing explanation. However, how would you go about creating an optimal mismatch filter for signals using linear programming?

[@brendoncolowenes2408]

He has some signal processing lectures on that

[@nagbhushan4536]

matrix A is showing error if I change the inequality to 'greater than or equal to ' for first two equaltions, then A is 4 by 2,A1 is 4 by 4 but A2 is 2 by 2,. could you please tell how to rectify this??

[@elinabek2373]

Very good video, thank you Could you please make a video about graphical user interface with linear programming ?

[@heroone5921]

Very Good Video. Thank you Can you provide us with your script files ?

[@AhmadBazzi]

Kindly hit me an email on [e-mail] and i’ll attach the code there :)

[@fatihcals1142]

It was 10 5 but you said 5 2 lol at 1:15:45

[@yusa7676]

How can you use linear programming to optimize production schedules, and what techniques are commonly used?