An Alternating Iteration Algorithm for a Parameter-Dependent Distributionally Robust Optimization Model

Based on a successive convex programming method, an alternating iteration algorithm is proposed for solving a parameter-dependent distributionally robust optimization. Under the Slater-type condition, the convergence analysis of the algorithm is obtained. When the objective function is convex, a mod...

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Bibliographic Details
Main Authors: Shuang Lin, Jie Zhang, Nan Shi
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/7/1175