A modified constrained variable metric algorithm using l1-penalty function as merit function

A modified constrained variable metric algorithm using l1-penalty function as merit function

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Article ID: iaor19981948
Country: China
Volume: 16
Issue: 1
Start Page Number: 11
End Page Number: 16
Publication Date: Jan 1996
Journal: Journal of Systems Science and Applied Sciences
Authors: ,
Abstract:

In this paper, the authors propose a new method which modifies the variable metric method for constrained optimization via l1-penalty functions, while this method preserves the convergence properties of the original method. It has lower computational cost and is more practical.

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