Preprint Open access
OptiCom: A Unified Framework for State-Conditioned Composition in LLM-Driven Optimization
Large language models (LLMs) are increasingly deployed to solve complex scientific and practical problems via iterative optimization. However, dynamically coordinating diverse search mechanisms as candidate quality, failure modes, and resource budgets evolve remains a critical open challenge. Targeted empirical diagnos …