LLM-Meta-SR: Learning to Evolve Selection Operators for Symbolic Regression

24 May 2025

Papers citing "LLM-Meta-SR: Learning to Evolve Selection Operators for Symbolic Regression"

7 / 7 papers shown

Title
Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models Xuan Wu Di Wang Chunguo Wu Lijie Wen Chunyan Miao Yubin Xiao You Zhou 164 5 0 19 May 2025
CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design Ziyao Huang Weiwei Wu Kui Wu Jianping Wang Wei-Bin Lee 99 9 0 18 May 2025
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning Anja Surina Amin Mansouri Lars Quaedvlieg Amal Seddas Maryna Viazovska Emmanuel Abbe Çağlar Gülçehre 225 14 0 07 Apr 2025
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection Alina Geiger Martin Briesch Dominik Sobania Franz Rothlauf 177 1 0 25 Feb 2025
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length Zihan Yu Jingtao Ding Yong Li Depeng Jin 257 6 0 06 Nov 2024
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics Niki van Stein Thomas Bäck 184 35 0 30 May 2024
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee Kazem Meidani Shashank Gupta A. Farimani Chandan K. Reddy 333 38 0 29 Apr 2024