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20242026
most citedMetaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach

12 citations · 13 across the 6 of their papers we have counts for

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cs.NE2026

From Hand-Crafted to LLM-Based Variation Operators in Metaheuristics: A Tutorial

Camilo Chacón Sartori, Guillem Rodríguez-Corominas, Christian Blum

Large language models (LLMs) are increasingly being employed as variation operators in metaheuristics, generating or modifying candidate solutions, heuristics, or programs inside i…

cs.AI2026

Transferable knowledge graphs with executable learned operators for algorithm design

Camilo Chacón Sartori, José H. García, Andrei Voicu Tomut +1

Procedural knowledge in algorithm design is embedded in source code and rebuilt for each new domain. We introduce Generative Executable Algorithm Knowledge Graphs (GEAKG), a repres…