Výsledky vyhledávání - "single-loop algorithm"

A unified single-loop alternating gradient projection algorithm for nonconvex–concave and convex–nonconcave minimax problems Autor Xu, Zi, Zhang, Huiling, Xu, Yang, Lan, Guanghui

“…Much recent research effort has been directed to the development of efficient algorithms for solving minimax problems with theoretical convergence guarantees…”
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A Parallel Algorithm for Large-Scale Nonconvex Penalized Quantile Regression Autor Yu, Liqun, Lin, Nan, Wang, Lan

“…Penalized quantile regression (PQR) provides a useful tool for analyzing high-dimensional data with heterogeneity. However, its computation is challenging due…”
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A Single-Loop Algorithm for Weighted Sum Rate Maximization in Multiuser MIMO Systems with Per-Antenna Power Constraints Autor Hu, Xianzhi, Dai, Xuchu

“…This paper investigates the linear precoder design for multiuser multiple-input-multiple-output (MIMO) systems, in which the problem of maximizing weighted sum…”
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Reliability-based design optimization of ship structure using SMOTE algorithm and dynamic surrogate model Autor LIU Jing, WANG Deyu

“…Objectives Aiming at the problem that it is difficult to ensure global approximation accuracy and computational efficiency in the traditional reliability-based…”
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