DocumentCode :
3062072
Title :
A New Lagrangian Multiplier Method
Author :
Shang, Youlin ; Guo, Shengli ; Liu, Muhua
Author_Institution :
Dept. of Math., Henan Univ. of Sci. & Technol., Luoyang, China
fYear :
2012
fDate :
23-26 June 2012
Firstpage :
283
Lastpage :
288
Abstract :
In this paper, a new augmented Lagrangian function with 4-piecewise linear NCP function is introduce for the solution of nonlinear prgramming problems with equality constrained and ineqality constaianed. It is proved that a solution of the original constrained problem and corresponding values of Lagrange multipliers can be found by solving a uncunstrained minimization of the augmented Lagrange function. Meamwhile, a new Lagrangian multiplier method corresponding with new augmented Lagrangian function is proposed. and this method is implement able and convergent.
Keywords :
convergence; minimisation; nonlinear programming; piecewise linear techniques; Lagrangian multiplier method; augmented Lagrangian function; convergence; equality constrained; ineqality constrained; linear NCP function; nonlinear prgramming; uncunstrained minimization; Convergence; Educational institutions; Electronic mail; Indexes; Optimization; Programming; Convergence; Lagrange function; NCP function; Nonlinear programming; multiplier;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Sciences and Optimization (CSO), 2012 Fifth International Joint Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-1365-0
Type :
conf
DOI :
10.1109/CSO.2012.70
Filename :
6274728
Link To Document :
بازگشت