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 enhance decision-making in dynamic environments by integrating artificial intelligence with traditional techniques. LLMs%2C with extensive domain knowledge%2C facilitate intelligent modeling and strategic decision-making in optimization%2C while optimization algorithms refine LLM architectures and output quality. This synergy offers novel approaches for advancing general AI%2C addressing both the computational challenges of complex problems and the application of LLMs in practical scenarios. This review outlines the progress and potential of combining LLMs with optimization algorithms%2C providing insights for future research directions.?quality=80&w=800)
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