A lagrange programming neural network approach for nuclear norm optimization.

A lagrange programming neural network approach for nuclear norm optimization.

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This article proposes a continuous-time optimization approch instead of tranditional optimiztion methods to address the nuclear norm minimization (NNM) problem. Refomulating the NNM into a matrix form, we propose a Lagrangian programming neural network (LPNN) to solve the NNM. Moreover, the converge...

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Bibliographic Details
Main Authors: Xiangguang Dai, Jian Qiu, Chaoyang Wan, Facheng Dai
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0292380

Internet

https://doi.org/10.1371/journal.pone.0292380

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