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Jun, 2021
OpenBox: 通用黑盒优化服务
OpenBox: A Generalized Black-box Optimization Service
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Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang...
TL;DR
本研究介绍了OpenBox,一种开源的黑盒优化服务,可提高用户在自动化机器学习、工程、物理和实验设计等领域的效率和性能,并采用模块化设计和算法普适并行化等方法来优化BBO组件。实验证明,OpenBox相对于现有系统具有更高的效能和效率。
Abstract
black-box optimization
(BBO) has a broad range of applications, including automatic
machine learning
,
engineering
, physics, and
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