agents
critique
neutral
Existing LLM-assisted evolutionary search methods suffer from inability to reuse high-quality components and insufficient explicit modeling of algorithm semantics, which degrades search efficiency in complex design spaces
Neural and Evolutionary Computing27 Jul 2026