Solve Linear Programming (Optimization) Problems in MATLAB - Step by Step Tutorial

#optimization #linearalgebra #linearprogramming #linearprogrammingproblem #linearoptimization #numericalanalysis #matlabforengineers #matlabtutorial #matlab #appliedmath #calculus #numericalcomputing #optimizationtechniques #matlab #matlabtutorials #signalprocessing #machinelearning #controltheory
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In this tutorial, we explain how to define and solve linear programming optimization problems in MATLAB. First, we explain the general form of linear programming optimization problems in MATLAB. Then, we give an example of how to transform a particular optimization problem to the general form that can be solved by MATLAB. Then we explain how to solve the linear optimization problem in MATLAB by using the linprog() function. We use an interior point method to solve the problem. The optimization problem can also be solved by using the dual simplex algorithm.

[@aleksandarhaber]

It takes a significant amount of time and energy to create these free video tutorials. You can support my efforts in this way:
- Buy me a Coffee: www.buymeacoffee.com/AleksandarHaber
- PayPal: www.paypal.me/AleksandarHaber
- Patreon: www.patreon.com/user?u=32080176&fan_landing=true
- You Can also press the Thanks UA-cam Dollar button

[@abdallahlakkis449]

where can I find training exercises for non convex optimization and stochastic gradient descent?

[@aleksandarhaber]

These are advanced topics. I cannot recommend a resource at this point. There will be some videos on this channel in the future about this topic.

[@fatemehotoofi2147]

What is the difference between’linprog’ and ‘ fmincon’ commands in MATLAB?

[@aleksandarhaber]

Again, I do not have the time and energy to answer particular questions. These are free tutorials, and except for creating these tutorials, I am not able to tutor people for free or to answer particular questions.