Forecasting using GRNN (Generalized Regression Neural Network)?

3 vues (au cours des 30 derniers jours)
Ulin Nuhaq
Ulin Nuhaq le 9 Juil 2020
Commenté : Ulin Nuhaq le 10 Juil 2020
Does Anyone know? I have a problem when using GRNN (Generalized Regression Neural Network). I use this neural network for forecasting of energy consumption. I have data about energy consumption from 1990-2015. The trend is going up. The most recent year is, the highest score is,. The pattern is 1 output and 3 input. when I predict for 2016, 2017, 2018, the value should always go up from before. But the all 3 latest year have same value of energy consumption with 2015. Can anyone solve this problem?

Connectez-vous pour répondre à cette question.

Réponses (1)

Greg Heath
Greg Heath le 9 Juil 2020
Yes,
  1. Normalize input and output data to [-1,1].
  2. Minimize the order for a sufficient polynomial fit.
  3. Minimize the number of hidden nodes for a sufficient NN fit to the resulting residual.
Hope this helps,
Thank you for formally accepting my answer
Greg

Catégories

En savoir plus sur Deep Learning Toolbox dans Help Center et File Exchange

Tags

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by