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Meta-Evolution

Evolutionary search where the search process itself evolves, such as evolving mutation, selection, memory, prompts, operators, or evaluation strategies

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Living review: LLMs for Algorithm Design
20 recent papers · updated 2026-04-26
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Algorithm Evolution for Optimization GPU/TPU/NPU Kernel Evolution RL Tuning for Self-Improving Evolutionary Design Test-Time Training for Algorithm Design Agentic Algorithm Discovery Evolutionary Algorithm Design for Scientific Discovery Evolutionary Algorithm Design for Cloud and Systems Feedback and Reward Models for Algorithm Design Robustness and Generalization in Algorithm Discovery