Two models for the forecasting of the triangular fuzzy-number (TF) series are proposed.
TFGM (1, 1) can be applicable to the forecasting of TF series with weak fluctuation.
The neural network model is introduced to amend TFGM (1, 1).
NNTFGM(1,1) can be applicable to the forecasting of the fluctuating TF series.