Research on Long Short-Term Decision-Making System for Excavator Market Demand Forecasting Based on Improved Support Vector Machine

Research on Long Short-Term Decision-Making System for Excavator Market Demand Forecasting Based on Improved Support Vector Machine

Future demand forecasting of the excavators is of great significance to guide the supply and marketing plan. For a long time, market forecasting of the construction machinery is regarded as short-term forecasting, which lacks the analysis of macro-marketing law and cannot reflect the true law of mar...

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Bibliographic Details
Main Authors: Bin Zhang, Teng Yang, Haocen Hong, Guozan Cheng, Huayong Yang, Tongman Wang, Donghui Cao
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
excavator market forecasting
long short-term forecasting
decision-making system
data mining
support vector regression
seasonal autoregressive integrated moving average
Online Access:https://www.mdpi.com/2076-3417/11/14/6367

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