Yue Lin

The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering and Engineering Management

Hong Kong

China

  • The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering and Engineering Management

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Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization

Number of pages: 53 Posted: 04 Feb 2025
Yue Lin, Daniel Zhuoyu Long, Viet Anh Nguyen and Jin QI
The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering and Engineering Management and Hong Kong University of Science & Technology (HKUST) - Dept. of Industrial Engineering and Decision Analytics
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Abstract:

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distributionally robust optimization, two-stage optimization, risk aversion, decentralization, asymptotic optimality, bilevel formulation