Can LLM's Pick Up Where GP Left off? Investigating LLM Mathematical Expression Simplification Capabilities

Created by W.Langdon from gp-bibliography.bib Revision:1.9056

@InProceedings{Connor:2026:GECCOcomp,

• author = "Mark Connor",
• title = "Can {LLM's} Pick Up Where {GP} Left off? Investigating {LLM} Mathematical Expression Simplification Capabilities",
• booktitle = "Proceedings of the 2026 Genetic and Evolutionary Computation Conference",
• year = "2026",
• editor = "Roman Senkerik and Niki {van Stein} and Erik Hemberg and Anna V. Kononova and Pier Luca Lanzi and Michal Pluhacek and Joel Lehman and Leonardo Trujillo and Ting Hu and Sebastian {Rojas Gonzalez} and Saul {Calderon Ramirez} and Stephan Winkler and Yazmin Maldonado and James McDermott and Jose Manuel {Munoz Contreras} and Giorgia Nadizar and Marcella {Scoczynski Ribeiro Martins} and Hirad Assimi and Mario Andres Munoz and Oliver Cuate and Daniel Hernandez and Yanan Sun and Edgar Galvan and Aniko Ekart and Nadarajen Veerapen",
• address = "San Jose, Costa Rica",
• series = "GECCO '26",
• month = "13-17 " # jul,
• organisation = "SIGEVO",
• publisher = "Association for Computing Machinery",
• publisher_address = "New York, NY, USA",
• keywords = "genetic algorithms, genetic programming, ANN",
• notes = "Large Language Models for and with Evolutionary Computation workshop: LLMfwEC, GECCO-2026 A Recombination of the 35th International Conference on Genetic Algorithms (ICGA) and the 31st Annual Genetic Programming Conference (GP)",

}

Genetic Programming entries for Mark Connor

Citations