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 time series. https://atlanticknifers.shop/product-category/shipping/