2011Numerical Algebra Control and OptimizationRequires access

A unified nonlinear augmented Lagrangian approach for nonconvex vector optimization

Chunrong Chen

Open publisher page 0 citations

Abstract

In this paper, we propose a unifiednonlinear augmented Lagrangian dual approach for a nonconvex vectoroptimization problem by applying a class of vector-valued nonlinearaugmented Lagrangian penalty functions. We establish weak and strongduality results, necessary and sufficient conditions for uniformlyexact penalization and exact penalization in the framework ofnonlinear augmented Lagrangian.

About this research paper

What this paper is about

In this paper, we propose a unifiednonlinear augmented Lagrangian dual approach for a nonconvex vectoroptimization problem by applying a class of vector-valued nonlinearaugmented Lagrangian penalty functions. We establish weak and strongduality results, necessary and sufficient conditions for uniformlyexact penalization and exact penalization in the framework ofnonlinear augmented Lagrangian.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

In this paper, we propose a unifiednonlinear augmented Lagrangian dual approach for a nonconvex vectoroptimization problem by applying a class of vector-valued nonlinearaugmented Lagrangian penalty functions. We establish weak and strongduality results, necessary and sufficient conditions for uniformlyexact penalization and exact penalization in the framework ofnonlinear augmented Lagrangian.

Key concepts: Augmented Lagrangian method, Lagrangian, Applied mathematics, Lagrangian relaxation, Nonlinear system, Mathematical optimization, Mathematics, Class (philosophy)

Related papers

Back to paper searchBrowse research topicsOriginal source
A unified nonlinear augmented Lagrangian approach for nonconvex vector optimization — Research Paper | ScholarLens