In his name is the judge
Hi
In order to design controler for my damper ( wich is tlcgd), i want to use fuzzy system.
So i have to optimize rules for fuzzy controler. i want to know for optimizition rules of fuzzy systems wich one is the best genetiz algorithm or Artificial neural network?
Wish you best
Take refuge in the right.
Dear Mohammadhassen Iftekhar,
I think that for your application and specifically the damper, the neuro fuzzy couple is more than enough for this task, besides that these two techniques are complementary and easy to implement.
For more proof please take a look at the links and attached file on topic.
https://www.geeksforgeeks.org/introduction-ann-artificial-neural-networks-set-3-hybrid-systems/
https://www.intechopen.com/chapters/60337
https://bibliotecadigital.ipb.pt/bitstream/10198/15381/1/10.pdf
https://worldwidescience.org/topicpages/a/algorithm-adaptive+network-based+fuzzy.html
Best regards
Dear Mohammadhassan Eftekhar ,
I strongly recommend the usage of a floating fuzzy control algorithm since it allows you to change the range of your membership function in real-time so you can adapt your controller at each time step.
Regards.
Hope it helps
https://worldwidescience.org/topicpages/a/algorithm-adaptive+network-based+fuzzy.html
https://bibliotecadigital.ipb.pt/bitstream/10198/15381/1/10.pdf
Chapter A Modified Neuro-Fuzzy System Using Metaheuristic Approaches...
https://www.geeksforgeeks.org/introduction-ann-artificial-neural-networks-set-3-hybrid-systems/
dear Mohamed-Mourad Lafifi thank you very much i review what you said.
dear Mahdi Abdeddaim thanks, can you give me some references for floating fuzzy control algorithm.
dear Adnan Zahid It will definitely help.
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