How can I find the best parameters for anfis model?

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Mohamed-Mourad Lafifi

Dear Mohammed Kareem,

In order to be able to obtain the best possible parameters, it will be necessary to identify the most preponderant parameters and which correspond to the rules most activated during the operation of the ANFIS. For this we can use classic methods such as least squares or heuristic methods such as GA, PSO, firefly ...

For more details and information about this subject i suggest you to see links and attached files on topic.

https://arxiv.org/ftp/arxiv/papers/1907/1907.09309.pdf

https://ieeexplore.ieee.org/document/9127458?denied=

https://www.computer.org/csdl/journal/lt/2012/03/tlt2012030226/13rRUxNW21G

Article Performance Evaluation of Two ANFIS Models for Predicting Wa...

Article Investigating the Effects of Meteorological Parameters on CO...

Best regards

Zahoor Ahmed

Dear Mohammed Kareem , please see the following:

Article Parameters estimation of squirrel-cage induction motors usin...

Article A comparative study of estimating solar radiation using mach...

Article Optimization of ANFIS with GA and PSO estimating α ratio in ...