A Collaborative Multiplicative Holt-Winters Forecasting Approach with Dynamic Fuzzy-Level Component

A Collaborative Multiplicative Holt-Winters Forecasting Approach with Dynamic Fuzzy-Level Component

The adoption of forecasting approaches such as the multiplicative Holt-Winters (MHW) model is preferred in business, especially for the prediction of future events having seasonal and other causal variations. However, in the MHW model the initial values of the time-series parameters and smoothing co...

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Bibliographic Details
Main Authors: H. M. Emrul Kays, A. N. M. Karim, Mohd Radzi C. Daud, Maria L. R. Varela, Goran D. Putnik, José M. Machado
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Applied Sciences
Subjects:
collaborative forecasting
fuzzy logic-based model
level-prediction model
multiplicative Holt-Winters method
seasonal demand forecasting
Online Access:http://www.mdpi.com/2076-3417/8/4/530

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http://www.mdpi.com/2076-3417/8/4/530

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