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Expert- Independent Initial Weights Assignment Technique for Learning Fuzzy Cognitive Map With Hebbian Learning Algorithms

2022-11-15

Abstract excerpt

Fuzzy Cognitive Maps (FCMs) are single layer neural network-like Supervised Machine Learning Algorithm which can be used as a tool for modelling dynamic systems in a graphical cause-effect relationships form. Though a powerful tool, FCM do not always converge to a desired state but relies on other learning algorithms to find connection matrix that will lead the system to a stable state. Of the various algorithms f...

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Literature Corpus work: 0c1f7df9-d086-57e1-a7b0-abda66623dce
DOI: 10.21203/rs.3.rs-2251620/v1

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