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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.