tasks/alphaevolve_ac2/README.md

AlphaEvolve AC2 Task

Optimize a nonnegative coefficient sequence to maximize:

• ||f*f||_2^2 / (||f*f||_1 * ||f*f||_inf)

Higher is better. Evaluator reports:

• combined_score = best_value

Files

• tasks/alphaevolve_ac2/initial.py: evolvable baseline (run(...) -> list[float])
• tasks/alphaevolve_ac2/evaluate_ori.py: primary evaluator
• tasks/alphaevolve_ac2/prompt.py: task prompt
• tasks/alphaevolve_ac2/run_experiment.py: task-local runner

Quick Evaluate

.venv/bin/python tasks/alphaevolve_ac2/evaluate_ori.py \
  --program_path tasks/alphaevolve_ac2/initial.py \
  --results_dir tasks/alphaevolve_ac2/results/smoke_eval \
  --num_experiment_runs 1

Run Evolution

bash scripts/dev/run_alphaevolve_ac2.sh