Convex Optimization Based High-Order Fuzzy Cognitive Map Modeling and Its Application in Time Series Predicting

As a soft computing method, applying fuzzy cognitive map (FCM) to time series prediction has become a timely issue pursued by numerous researchers. Although many FCM construction methods have emerged, most of them exhibit obvious limitations in weight learning especially for long-term or complex tim...

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Bibliographic Details
Published in:IEEE Access
Main Authors: Dan Shan, Li Wang, Wei Lu, Jun Chen
Format: Article
Language:English
Published: IEEE 2024-01-01
Subjects:
Fuzzy cognitive map
convex optimization
time series
Online Access:https://ieeexplore.ieee.org/document/10401927/

Internet

https://ieeexplore.ieee.org/document/10401927/

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