2009•Systems Engineering - Theory & PracticeRequires access

Problem of grey bilevel linear programming and its algorithm

Zhang En-lu

Open publisher page 1 citations

Abstract

Based on the bilevel linear programming and the characteristic of grey system,a general gray bilevel linear programming problem with its model and theorem are given.A globally convergent algorithm based on simplex method is given to solve the drifting grey bilevel linear programming problem.Replacing the lower level problem by its Kuhn-Tucker condition,the gray bilevel linear programming is transformed into a gray single level programming problem,which can be transformed into a series of gray linear programming problem by use of the dual theory.So these problems can be solved by simplex method to obtain the solution of the gray bilevel linear programming problem.Finally,an example is adopted to verify the effectiveness of the proposed algorithm.

About this research paper

What this paper is about

Based on the bilevel linear programming and the characteristic of grey system,a general gray bilevel linear programming problem with its model and theorem are given.A globally convergent algorithm based on simplex method is given to solve the drifting grey bilevel linear programming problem.Replacing the lower level problem by its Kuhn-Tucker condition,the gray bilevel linear programming is transformed into a gray single level programming problem,which can be transformed into a series of gray linear programming problem by use of the dual theory.So these problems can be solved by simplex method to obtain the solution of the gray bilevel linear programming problem.Finally,an example is adopted to verify the effectiveness of the proposed algorithm.

Why it matters

OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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

Based on the bilevel linear programming and the characteristic of grey system,a general gray bilevel linear programming problem with its model and theorem are given.A globally convergent algorithm based on simplex method is given to solve the drifting grey bilevel linear programming problem.Replacing the lower level problem by its Kuhn-Tucker condition,the gray bilevel linear programming is transformed into a gray single level programming problem,which can be transformed into a series of gray linear programming problem by use of the dual theory.So these problems can be solved by simplex method to obtain the solution of the gray bilevel linear programming problem.Finally,an example is adopted to verify the effectiveness of the proposed algorithm.

Key concepts: Bilevel optimization, Simplex algorithm, Linear programming, Gray (unit), Criss-cross algorithm, Mathematical optimization, Linear-fractional programming, Revised simplex method

Related papers

Back to paper searchBrowse research topicsOriginal source
Problem of grey bilevel linear programming and its algorithm — Research Paper | ScholarLens