An Augmented Lagrangian Algorithm for Box-Constraint Optimization

Vol 56, 2024 - 309588
Extended Abstracts (EA)
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Abstract

In this work, we present a nonquadratic augmented Lagrangian algorithm, called dislocation
hyperbolic augmented Lagrangian algorithm (DHALA). This algorithm solves the nonconvex
optimization problem with inequality constraints and box-constraints. Previously, this restriction
of box-constraints was not considered by this algorithm. Finally, we computationally solve some
examples considering our proposed algorithm.

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Institutions
  • 1 Universidade Federal do Rio de Janeiro (UFRJ)
Track
  • 15. PM – Mathematical Programming
Keywords
Augmented Lagrangian
Box-constraints
Convergence