Particle Swarm Optimization (PSO) for Constrained Optimization Problems in Matlab

  Рет қаралды 8,578

Solving Optimization Problems

Solving Optimization Problems

Күн бұрын

Пікірлер: 29
@IMHOTEP1960
@IMHOTEP1960 9 ай бұрын
Could make a video about the robust optimization model for multi microgrid
@SolvingOptimizationProblems
@SolvingOptimizationProblems 8 ай бұрын
Thank you very much for your suggestions!
@florealmadrid2059
@florealmadrid2059 2 жыл бұрын
Really apreciate your content. In a few months I'll have to start my master thesis based on using ant colony optimization to solve a specific transportation problem. Your videos are a nice preparation
@SolvingOptimizationProblems
@SolvingOptimizationProblems 2 жыл бұрын
Thank you for watching and useful suggestion. I will make at least one video about Ant Colony Optimization soon.
@florealmadrid2059
@florealmadrid2059 2 жыл бұрын
@@SolvingOptimizationProblems This would be amazing! Thank you soo much for the consideration!
@farazhaider2616
@farazhaider2616 Жыл бұрын
Appreciate your work. Can you please make a video on PSO code for unstable systems?
@SolvingOptimizationProblems
@SolvingOptimizationProblems Жыл бұрын
Many thanks for your suggestion. I have several videos about PSO. Please have a look to see if you can apply to your problem.
@commandershepard8283
@commandershepard8283 Жыл бұрын
Very informative video. I have two questions. 1- If there is a equality constraint what can be done? 2- If there are dependent variables and they have constraints what changes is needed? Thanks in advance for answering
@SolvingOptimizationProblems
@SolvingOptimizationProblems Жыл бұрын
In those cases, we can use penalty functions or repair the chromosomes
@sagarjambukar7137
@sagarjambukar7137 Жыл бұрын
Appreciate the time and effort you put in to make these wonderful videos, found them very helpful! My question is, can we use PSO approach for multi-objective optimisation too? If so what changes would be needed in this code? If it's convenient, you may simply want to add the link of the updated code in the description. Thanks in advance for considering this request.
@SolvingOptimizationProblems
@SolvingOptimizationProblems Жыл бұрын
Many thanks for watching and suggestions! Yes, it is possible to use PSO for multi objective optimization.
@Ayham-wo7uu
@Ayham-wo7uu 3 ай бұрын
Thank you for this great video, i want ask you a question if you don't mind, if i have many inequality constraints how can i handle the problem?
@SolvingOptimizationProblems
@SolvingOptimizationProblems Күн бұрын
Thanks for the interesting questions! Adding such constraints will make the problem more complicated.
@Hhhhhhhhhhh6115
@Hhhhhhhhhhh6115 2 жыл бұрын
Thank you for your effort.Can you help me how to use pso code in matlab to solve optimaztion problem in electric power?
@SolvingOptimizationProblems
@SolvingOptimizationProblems 2 жыл бұрын
Many thanks for watching and your suggestion. Sorry, I don't have the background to fully understand and solve your specific problems in electric power. Only thing I can do now is to advise you to customize/modify my PSO codes to solve the problems in your field.
@압둘하미드이드리스
@압둘하미드이드리스 4 ай бұрын
Can we apply this to V2X scenario to optimize bandwidth?
@SolvingOptimizationProblems
@SolvingOptimizationProblems Күн бұрын
Yes, I think it is possible
@hayatahmed5690
@hayatahmed5690 2 жыл бұрын
Please would you help me? I want to write genetic algorithm problem with cross over and mutations included
@hayatahmed5690
@hayatahmed5690 2 жыл бұрын
The problem is constrained optimization problem
@SolvingOptimizationProblems
@SolvingOptimizationProblems 2 жыл бұрын
There are a number of videos about genetic algorithm on this channel. Please have a look at them!
@PythonGuruAI
@PythonGuruAI 2 жыл бұрын
Can you please make a “desecrate gradient decent” method ? In python
@SolvingOptimizationProblems
@SolvingOptimizationProblems 2 жыл бұрын
Many thanks for your suggestion!
@PythonGuruAI
@PythonGuruAI 2 жыл бұрын
@@SolvingOptimizationProblems please mentioned me when you implement discreet gradient decent method
@krutikachincholkar2798
@krutikachincholkar2798 8 ай бұрын
i need the code the link is not working
@SolvingOptimizationProblems
@SolvingOptimizationProblems Күн бұрын
I checked and it is still working. thanks
@himrajdeka3991
@himrajdeka3991 2 жыл бұрын
Can you send the matlab code of this optimization problem to my mail, I need it for my masters thesis understanding.
@SolvingOptimizationProblems
@SolvingOptimizationProblems 2 жыл бұрын
The code link is in the video description. Good luck ...
@alexavarenik
@alexavarenik Жыл бұрын
You have -1.5
@SolvingOptimizationProblems
@SolvingOptimizationProblems Жыл бұрын
If you want to remove the bound, please modify the value, i.e, 1.4999, instead 1.5
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