QUBE: Enhancing Automatic Heuristic Design via Quality-Uncertainty Balanced Evolution

Zijie Chen, Zhanchao Zhou, Yu Lu +3

Solving NP-hard problems traditionally relies on heuristics, yet manually designing effective heuristics for complex problems remains a significant challenge. While recent advancem…