BIOCOMPUTING AND DEVELOPMENT SYSTEMS LAB

Birthplace of Grammatical Evolution

Welcome to the GETS wiki!

GETS ( Grammatical Evolution Time Series ) is a research project carried in Biocomputing and Developmental Systems Lab and funded by Science Foundation Ireland. The GETS framework identifies appropriate time series models based on nature of input dataset and it models univariate time series. Grammatical evolution is used to tune the hyperparameters of the time series models for Moving Average and Smoothing approaches. The results obtained by GETS framework have been shown to outperform the traditional Grid Search method in terms of accuracy and speedup. If you think there is some issue or correction please feel free to raise a new issue on [GitHub].

For more details on PonyGE, visit the official wiki page of PonyGE.

For more details on Grammatical Evolution, visit (http://bds.ul.ie/).

Below is the outline of the topics in GETS and steps to execute various algorithms of time series using Grammatical Evolution