README.md
August 10, 2025 · View on GitHub
Welcome to MeLA!
Usage Instructions
-
PyCharm Setup • Ensure PyCharm is installed and configured.
-
Script Parameters Configuration In main.py, set the following Script Parameters (example for the ACS problem):
llm_client=openai
llm_client.api_key="Your_API_Key"
problem=acs
init_pop_size=20
pop_size=10
max_fe=50
timeout=300
- Adding a New Problem When creating a new problem:
• Follow the structure of existing problems in the evaluatorsfolder (e.g., the ACS example).
• Add a corresponding YAML configuration file in cfg/problemwith the following format:
problem_name: acs
problem_type: scso
obj_type: min
func_name: heuristics
- Modifying ELE.py For different problems, update these two lines in ELE.py:
file_path = os.path.join(current_dir, 'experts', '<problem_type>.txt')
file_path = os.path.join(current_dir, 'promoter', '<init_code_file>.txt')
Required .txt Files for Each Problem
| Problem | Experts File (experts/) | Promoter File (promoter/) |
|---|---|---|
| ACS, WSN | scso.txt | init_code_empty.txt |
| TSP | tsp.txt | init_code_tsp.txt |
| BPP | bpp.txt | init_code_bpp.txt |
- Running the Algorithm Execute main.pyin PyCharm with the configured parameters.
This READMEprovides a concise translation of the original instructions. Let me know if further adjustments are needed! 🚀