Jared Murphy

Minimizing the EXA-GP Graph-Based Genetic Programming Algorithm for Interpretable Time Series Forecasting

2024 · Proceedings of the Genetic and Evolutionary Computation Conference Companion

This work provides a modification to the Evolutionary eXploration of Augmenting Memory Models (EXA-GP) graph-based genetic programming (GGP) algorithm, enabling it to produce time series forecasting (TSF) equations that are vastly more simple and interpretable …