AIBullisharXiv – CS AI · Jun 97/10
🧠
AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library
Researchers introduce AlphaOPT, an AI system that automatically learns to translate complex optimization problems into executable code through a self-improving experience library. The method achieves 72% accuracy on optimization benchmarks and outperforms existing LLM approaches by 8-9% without requiring model retraining or gold-standard annotations.