ANTICIPATORY LEARNING METHOD AND SYSTEM ORIENTED TOWARDS SHORT-TERM TIME SERIES PREDICTION

摘要

Disclosed are an anticipatory learning method and system oriented towards short-term time-series prediction, which solves the problem of predicting a short-term high-dimensional time series, and achieves the precise multi-step prediction of short-term high-dimensional data. The technical solution therefor is: selecting a variable used for prediction from among time-series data; on the basis of two trained neural network models, performing anticipatory learning oriented towards short-term time-series prediction, and finally outputting a portion of the selected prediction variable that needs to be predicted.