/LLM4MOEA-GUI

Large Language Model (LLM) for Multiobjective Evolutionary Algorithm (MOEA), and display the results using streamlit

Primary LanguagePython

Adopted from https://github.com/FeiLiu36/LLM4MOEA/tree/main

Utilizing the streamlit package to visualize the full process of Multiobjective Evolutionary Algorithm via Large Language Model. Specifically, we show the prompt designed for the Multiobjective Evolutionary Algorithm and the response from GPT3.5 in each iteration.

For more details, please refer to Fei Liu, Xi Lin, Zhenkun Wang, Shunyu Yao, Xialiang Tong, Mingxuan Yuan, and Qingfu Zhang. "Large language model for multi-objective evolutionary optimization." arXiv preprint arXiv:2310.12541 (2023).

Usage

Copy your own GPT API Key to MOEAGUI.py

Run the MOEAGUI script in cmd: streamlit run MOEAGUI.py