A novel quasi-Newton method for composite convex minimization

A fast parallelable Jacobi iteration type optimization method for non-smooth convex composite optimization is presented. Traditional gradient-based techniques cannot solve the problem. Smooth approximate functions are attempted to be used as a replacement of those non-smooth terms without compromisi...

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Bibliographic Details
Main Authors: Chai, Woon Huei, Ho, Shen-Shyang, Quek, Hiok Chai
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/161093