Algorithm Evolution for Optimization

Evolving algorithms and heuristics tested on classical optimization problems, especially combinatorial optimization, routing, scheduling, packing, and search

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Living review: Automated Algorithm Discovery

77 recent papers · updated 2026-09-03

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Meta-Evolution 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