Check https://www.researchgate.net/publication/224237100_Learning_Algorithms_for_Fuzzy_Cognitive_Maps---A_Review_Study

Also check https://link.springer.com/article/10.1007/s00521-020-04860-4

Hello Labed,

Kindly check on this

Article Fuzzy cognitive maps in systems risk analysis: a comprehensive review

Thanks for all replies , i realise this study as my graduation project if anyone interesting just contact me on my email

We recently developed fcmpy library. Hopefully, you can find some answers there! You can use it for building FCMs, simulating them, creating interventions as well as optimizing or generating them using machine learning. We included NHL and RCGA algorithm which is also genetic algorithm, like PSO.

Article about the library is available here:

https://arxiv.org/abs/2111.12749v1

The package can be installed via pip

https://pypi.org/project/fcmpy/

Git repo

https://github.com/SamvelMK/FCMpy

cheers!

I think that learning fuzzy cognitive maps depends on the main concept, the branches and the connection between the sub-concepts