MeEvo cyclically couples natural and metacognitive evolution in LLM-based automatic heuristic design to achieve stronger performance and lower variance on optimization problems.
Think, reflect, create: Metacognitive learning for zero-shot robotic planning with llms,
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MeEvo: Metacognitive Evolution Combined with Natural Evolution for Automatic Heuristic Design
MeEvo cyclically couples natural and metacognitive evolution in LLM-based automatic heuristic design to achieve stronger performance and lower variance on optimization problems.