LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics

LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics

30 May 2024

Thomas Bäck

Papers citing "LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics"

12 / 12 papers shown

Title
Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search Fei Liu Qingfu Zhang Xialiang Tong M. Yuan K. Mao 70 0 0 28 Apr 2025
BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics N. V. Stein Anna V. Kononova Haoran Yin Thomas Bäck 41 0 0 28 Apr 2025
Combinatorial Optimization for All: Using LLMs to Aid Non-Experts in Improving Optimization Algorithms Camilo Chacón Sartori Christian Blum 37 0 0 14 Mar 2025
Large Language Model-Based Benchmarking Experiment Settings for Evolutionary Multi-Objective Optimization Lie Meng Pang H. Ishibuchi 38 0 0 28 Feb 2025
Improving Existing Optimization Algorithms with LLMs Camilo Chacón Sartori Christian Blum 43 1 0 12 Feb 2025
A Hybrid Swarm Intelligence Approach for Optimizing Multimodal Large Language Models Deployment in Edge-Cloud-based Federated Learning Environments Gaith Rjouba Hanae Elmekki Saidul Islam Jamal Bentahar Rachida Dssouli 36 0 0 04 Feb 2025
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization Zeyuan Ma Hongshu Guo Yue-jiao Gong Jun Zhang Kay Chen Tan 98 2 0 01 Nov 2024
Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms He Yu J. Liu 41 1 0 28 Oct 2024
Is Temperature the Creativity Parameter of Large Language Models? Max Peeperkorn Tom Kouwenhoven Daniel G. Brown Anna K. Jordanous 26 6 0 01 May 2024
Using the Empirical Attainment Function for Analyzing Single-objective Black-box Optimization Algorithms Manuel López-Ibánez Diederick Vermetten Johann Dréo Carola Doerr 29 8 0 02 Apr 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Instruction Induction: From Few Examples to Natural Language Task Descriptions Or Honovich Uri Shaham Samuel R. Bowman Omer Levy ELM LRM 107 133 0 22 May 2022