Optimization Algorithm Icon Large Language Model
%20enhance%20decision-making%20in%20dynamic%20environments%20by%20integrating%20artificial%20intelligence%20with%20traditional%20techniques.%20LLMs%2C%20with%20extensive%20domain%20knowledge%2C%20facilitate%20intelligent%20modeling%20and%20strategic%20decision-making%20in%20optimization%2C%20while%20optimization%20algorithms%20refine%20LLM%20architectures%20and%20output%20quality.%20This%20synergy%20offers%20novel%20approaches%20for%20advancing%20general%20AI%2C%20addressing%20both%20the%20computational%20challenges%20of%20complex%20problems%20and%20the%20application%20of%20LLMs%20in%20practical%20scenarios.%20This%20review%20outlines%20the%20progress%20and%20potential%20of%20combining%20LLMs%20with%20optimization%20algorithms%2C%20providing%20insights%20for%20future%20research%20directions.)
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