QUBE adds a UCB-style uncertainty term to FunSearch's parent selection and finds better heuristics on bin packing and TSP, with cap set gains only over a same-hardware reproduction.
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QUBE: Enhancing Automatic Heuristic Design via Quality-Uncertainty Balanced Evolution
QUBE adds a UCB-style uncertainty term to FunSearch's parent selection and finds better heuristics on bin packing and TSP, with cap set gains only over a same-hardware reproduction.