A novel ML-driven test case selection approach for enhancing the performance of grammatical evolution

KK Gupt, M Kshirsagar, DM Dias… - Frontiers in Computer …, 2024 - frontiersin.org
Computational cost in metaheuristics such as Evolutionary Algorithm (EAs) is often a major
concern, particularly with their ability to scale. In data-based training, traditional EAs typically …

[PDF][PDF] Adaptive Case Selection for Symbolic Regression in Grammatical Evolution.

KK Gupt, M Kshirsagar, DM Dias, JP Sullivan, C Ryan - IJCCI, 2023 - scitepress.org
The analysis of time efficiency and solution size has recently gained huge interest among
researchers of Grammatical Evolution (GE). The voluminous data have led to slower …