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Jun, 2023
基于莫罗包络的弱凸差分重构和双层规划算法
Moreau Envelope Based Difference-of-weakly-Convex Reformulation and Algorithm for Bilevel Programs
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Lucy L. Gao, Jane J. Ye, Haian Yin, Shangzhi Zeng, Jin Zhang
TL;DR
该研究设计了一种利用凸差算法基于价值函数法的重要双层规划算法, 以解决与超参数选择相关的应用问题,提出了在满足弱凸度假设的情况下根据下层问题 Moreau envelope 的差分弱凸规划改进措施,并验证了其有效性。
Abstract
Recently, Ye et al. (Mathematical Programming 2023) designed an algorithm for solving a specific class of
bilevel programs
with an emphasis on applications related to
hyperparameter selection
, utilizing the
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