2012•Journal of Shanghai Second Polytechnic UniversityRequires access

The Applications of Advanced Algebra in Linear Programming

Jing Fan

Open publisher page 0 citations

Abstract

Advanced Algebra is one of the basic core courses for all undergraduates in the department of mathematics.It is not only the extension of elementary mathematics,but also the foundation of Operations Research,especially of the Linear Programming.The knowledge of advanced algebra is used to solve the linear programming problem.Because the linear constraints of the standard format of the linear programming problem are the linear equations,the feasible solutions and the optimal solution are deduced from the point of view of the linear equations.According to the matrix form of the standard format of the linear programming problem,the expressions of the basic feasible solutions and the corresponding objective function value can be obtained,in addition to the criteria for the optimal solution.Moreover,the close relationship between the elementary transformation of the matrix and the simplex method is analyzed by the knowledge of the matrix.The correction of the above analysis can be illustrated by one typical example.

About this research paper

What this paper is about

Advanced Algebra is one of the basic core courses for all undergraduates in the department of mathematics.It is not only the extension of elementary mathematics,but also the foundation of Operations Research,especially of the Linear Programming.The knowledge of advanced algebra is used to solve the linear programming problem.Because the linear constraints of the standard format of the linear programming problem are the linear equations,the feasible solutions and the optimal solution are deduced from the point of view of the linear equations.According to the matrix form of the standard format of the linear programming problem,the expressions of the basic feasible solutions and the corresponding objective function value can be obtained,in addition to the criteria for the optimal solution.Moreover,the close relationship between the elementary transformation of the matrix and the simplex method is analyzed by the knowledge of the matrix.The correction of the above analysis can be illustrated by one typical example.

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

Advanced Algebra is one of the basic core courses for all undergraduates in the department of mathematics.It is not only the extension of elementary mathematics,but also the foundation of Operations Research,especially of the Linear Programming.The knowledge of advanced algebra is used to solve the linear programming problem.Because the linear constraints of the standard format of the linear programming problem are the linear equations,the feasible solutions and the optimal solution are deduced from the point of view of the linear equations.According to the matrix form of the standard format of the linear programming problem,the expressions of the basic feasible solutions and the corresponding objective function value can be obtained,in addition to the criteria for the optimal solution.Moreover,the close relationship between the elementary transformation of the matrix and the simplex method is analyzed by the knowledge of the matrix.The correction of the above analysis can be illustrated by one typical example.

Key concepts: Linear algebra, Linear programming, Simplex algorithm, Linear-fractional programming, Algebra over a field, Coefficient matrix, Matrix (chemical analysis), Numerical linear algebra

Related papers

Back to paper searchBrowse research topicsOriginal source
The Applications of Advanced Algebra in Linear Programming — Research Paper | ScholarLens