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A New Lagrangian Multiplier Method on Constrained Optimization

DOI: 10.4236/am.2012.330198, PP. 1409-1414

Keywords: Nonlinear Programming, NCP Function, Lagrange Function, Multiplier, Convergence

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Abstract:

In this paper, a new augmented Lagrangian function with 4-piecewise linear NCP function is introduced for solving nonlinear programming problems with equality constrained and inequality constrained. It is proved that a solution of the original constrained problem and corresponding values of Lagrange multipliers can be found by solving an unconstrained minimization of the augmented Lagrange function. Meanwhile, a new Lagrangian multiplier method corresponding with new augmented Lagrangian function is proposed. And this method is implementable and convergent.

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