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Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons

Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons

In the evolutionary computing community, the remarkable language-handling capabilities and reasoning power of large language models (LLMs) have significantly enhanced the functionality of evolutionary algorithms (EAs), enabling them to tackle optimization problems involving structured language or program code. Although this field is still in its early stages, its impressive potential …