20 citations · 38 across the 5 of their papers we have counts for
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cs.NE2024★ 14 cited
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
Fei Liu, Xialiang Tong, Mingxuan Yuan +5
Heuristics are widely used for dealing with complex search and optimization problems. However, manual design of heuristics can be often very labour extensive and requires rich work…
cs.NE2022★ 2 cited
Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian Optimization
Jixiang Chen, Fu Luo, Zhenkun Wang
Bayesian optimization (BO) is a typical approach to solve expensive optimization problems. In each iteration of BO, a Gaussian process(GP) model is trained using the previously eva…