2026
OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling
AAAI 2026technical
LLM-based solvers have emerged as a promising means of automating problem modeling and solving. However, they remain unreliable and often depend on iterative repair loops that result in significant latency. We introduce OptiHive, a framework that enhances any solver-generation pipeline to produce hi