reevo
[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
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- ReEvo_LLMs_as_HHs.pdf
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- crossover.txt
- init.txt
- mutate.txt
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- init.txt
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- crossover.txt
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- __init__.py
- ga.py
- bpp_online.py
- tsp_greedy.py
- eoh.py
- eoh_evolution.py
- eoh_interface_EC.py
- getParas.py
- interface_LLM.py
- pop_greedy.py
- prob_rank.py
- __init__.py
- eoh_adapter.py
- problem_adapter.py
- readme.md
- __init__.py
- local.yaml
- azure.yaml
- bailian.yaml
- deepseek.yaml
- litellm.yaml
- llama_api.yaml
- moonshot.yaml
- openai.yaml
- siliconflow.yaml
- zhipuai.yaml
- bpp_offline_aco.yaml
- bpp_offline_aco_black_box.yaml
- bpp_online.yaml
- cvrp_aco.yaml
- cvrp_aco_black_box.yaml
- cvrp_lehd.yaml
- cvrp_pomo.yaml
- dpp_ga.yaml
- mkp_aco.yaml
- mkp_aco_black_box.yaml
- op_aco.yaml
- op_aco_black_box.yaml
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- tsp_gls.yaml
- tsp_lehd.yaml
- tsp_pomo.yaml
- config.yaml
- icon.svg
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- build.py
- config.toml
- publish.sh
- aco.py
- eval.py
- eval_black_box.py
- gen_inst.py
- test.ipynb
- eval.py
- gen_inst.py
- LICENSE
- readme.md
- aco.py
- eval.py
- eval_black_box.py
- gen_inst.py
- test.ipynb
- readme.md
- readme.md
- cvrp_example_transform_data.py
- Format_of_CVRP_datatset.md
- eval.py
- utils.py
- VRPEnv.py
- VRPModel.py
- VRPTester.py
- VRPTrainer.py
- readme.md
- CVRPEnv.py
- CVRPModel.py
- CVRProblemDef.py
- CVRPTester.py
- CVRPTrainer.py
- eval.py
- gen_inst.py
- train_n100.py
- utils.py
- 01nF_decap.npy
- 10x10_pkg_chip.npy
- freq_201.npy
- test_100_keepout.npy
- test_100_keepout_num.npy
- test_100_probe.npy
- decap_gen.py
- eval.py
- plot.py
- README.md
- reward_functions.py
- aco.py
- eval.py
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- gen_inst.py
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- eval.py
- TSPEnv.py
- TSPModel.py
- TSPTester.py
- utils.py
- readme.md
- eval.py
- gen_inst.py
- train_n100.py
- train_n20.py
- TSPEnv.py
- TSPModel.py
- TSProblemDef.py
- TSPTester.py
- TSPTrainer.py
- utils.py
- readme.md
- external_knowledge.txt
- func_desc.txt
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- crossover.txt
- mutation.txt
- seed.txt
- system_generator.txt
- system_reflector.txt
- user_generator.txt
- user_reflector_lt.txt
- user_reflector_st.txt
- user_reflector_st_black_box.txt
- external_knowledge.txt
- func_desc.txt
- func_signature.txt
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- external_knowledge.txt
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- external_knowledge.txt
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- external_knowledge.txt
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- seed_func.txt
- func_desc.txt
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- external_knowledge.txt
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- func_desc.txt
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- seed_func.txt
- azure.py
- base.py
- litellm.py
- llama_api.py
- openai.py
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- utils.py
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- main.py
- pyproject.toml
- README.md
- reevo.py
- uv.lock
# Installation Guide
1. Get the code
git clone https://github.com/ai4co/reevo
Downloads the entire project code from GitHub to your computer.
cd reevo
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommendedcurl -LsSf https://astral.sh/uv/install.sh | sh
Downloads and runs the official install script in one line β this handles the full setup automatically.
After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.
Pulled directly from this repo's README.
3. Python
EasyPrerequisites
pip install -e ".[gls,aco,nco]"
Installs the Python libraries listed in requirements.txt (or similar).
If it runs without errors and prints output in the terminal, it worked.
Pulled directly from this repo's README.
// repository documentation
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