This paper is aimed toward the definition of a new exact augmented Lagrangian function for twosided inequality constrained problems. The distinguishing feature of this augmented Lagrangian function is that it employs only one multiplier for each two-sided constraint. We prove that stationary points, local minimizers and global minimizers of the exact augmented Lagrangian function correspond exactly to KKT pairs, local solutions and global solutions of the constrained problem.

An exact augmented Lagrangian function for nonlinear programming with two-sided constraints / DI PILLO, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano; Palagi, Laura. - In: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS. - ISSN 0926-6003. - STAMPA. - 25:1-3(2003), pp. 57-83. [10.1023/a:1022948903451]

An exact augmented Lagrangian function for nonlinear programming with two-sided constraints

DI PILLO, Gianni;LIUZZI, Giampaolo;LUCIDI, Stefano;PALAGI, Laura
2003

Abstract

This paper is aimed toward the definition of a new exact augmented Lagrangian function for twosided inequality constrained problems. The distinguishing feature of this augmented Lagrangian function is that it employs only one multiplier for each two-sided constraint. We prove that stationary points, local minimizers and global minimizers of the exact augmented Lagrangian function correspond exactly to KKT pairs, local solutions and global solutions of the constrained problem.
2003
augmented lagrangian function; nonlinear programming; two-sided constraints
01 Pubblicazione su rivista::01a Articolo in rivista
An exact augmented Lagrangian function for nonlinear programming with two-sided constraints / DI PILLO, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano; Palagi, Laura. - In: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS. - ISSN 0926-6003. - STAMPA. - 25:1-3(2003), pp. 57-83. [10.1023/a:1022948903451]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/5045
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