Description
This book constitutes the refereed proceedings of the 27th European Conference on Genetic Programming, EuroGP 2024, held in Aberystwyth, UK, April 3–5, 2024 and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications.
Table of Contents
Long Presentations.- Fuzzy Pattern Trees for Classification Problems Using Genetic Programming.- Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming.- Investigating Premature Convergence in Co-optimization of Morphology and Control in Evolved Virtual Soft Robots.- Grammar-based Evolution of Polyominoes.- Naturally Interpretable Control Policies via Graph-based Genetic Programming.- DALex: Lexicase-like Selection via Diverse Aggregation.- Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement.- SLIM GSGP: The Non-Bloating Geometric Semantic Genetic Programming.- Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression.- Short Presentations.- Look into the Mirror: Evolving Self-Dual Bent Boolean Functions.-An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints.- A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems.- Improvement of Last Level Cache.
