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Appendix_KMDR method.pdf

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posted on 2024-11-03, 18:19 authored by Alexis Pengfei ZhaoAlexis Pengfei Zhao

In addition to the risk-neutral SPDS shown in section Ⅲ, we formulate a two-stage mean-risk SPDS problem (MR- SPDS) handled by the proposed KMDR. The MR-SPDS cannot be directly solved by the commercial optimization solver, which requires reformulations considering the tractability. First, the original MR-SPDS problem is formulated in vectors and matrices. Next, we apply the Kullback-Leibler (KL) divergence-based LRA modelling to the CVaR-based mean-risk optimization framework.

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