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Dislocation hyperbolic augmented Lagrangian algorithm for nonconvex optimization.

Authors :
Ramirez, Lennin Mallma
Maculan, Nelson
Xavier, Adilson Elias
Xavier, Vinicius Layter
Source :
RAIRO: Operations Research (2804-7303); 2023, Vol. 57 Issue 5, p2941-2950, 10p
Publication Year :
2023

Abstract

The dislocation hyperbolic augmented Lagrangian algorithm (DHALA) solves the nonconvex programming problem considering an update rule for its penalty parameter and considering a condition to ensure the complementarity condition. in this work, we ensure that the sequence generated by DHALA converges to a Karush-Kuhn-Tucker (KKT) point, and we present computational experiments to demonstrate the performance of our proposed algorithm. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
28047303
Volume :
57
Issue :
5
Database :
Complementary Index
Journal :
RAIRO: Operations Research (2804-7303)
Publication Type :
Academic Journal
Accession number :
173948367
Full Text :
https://doi.org/10.1051/ro/2023153