Problem of grey bilevel linear programming and its algorithm
Zhang En-lu
Abstract
Zhang En-lu
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.
OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
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