EXA-GP: Unifying Graph-Based Genetic Programming and Neuroevolution for Explainable Time Series Forecasting.
Jared MurphyDevroop KarJoshua KarnsTravis DesellPublished in: GECCO Companion (2024)
Keyphrases
- genetic programming
- artificial neural networks
- evolutionary computation
- fitness function
- symbolic regression
- cooperative coevolution
- evolutionary algorithm
- genetic algorithm
- gene expression programming
- grammar guided genetic programming
- classification rules
- regression problems
- graph model
- neuro fuzzy
- controller design
- graph theoretic
- semi supervised
- differential evolution
- labeled data
- hyper heuristics
- network topologies
- graph based algorithm
- long term
- financial forecasting
- evolutionary approaches
- optimal solution
- learning algorithm