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July 13, 2026 conference-paper Open access

Could LLMs Predict Algorithm Performance in Automated Design of Metaheuristics?

Genetic and Evolutionary Computation Conference Companion (GECCO Companion)

DOI: 10.1145/3795101.3814714 Full text (OA) OpenAlex

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References 2

LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 1 patent

98

citations
Code Evolution Graphs: Understanding Large Language Model Driven Design of Algorithms
2025 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

8

citations

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