@article{expectedimprovementversuspredictedvalue, title = {Expected Improvement versus Predicted Value in Surrogate-Based Optimization}, author = {Frederik Rehbach and Martin Zaefferer and Boris Naujoks and Thomas Bartz-Beielstein}, year = {2020}, eprint = {2001.02957}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2001.02957v2}, }