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
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