Sensitivity analysis of linear programming problem through a recurrent neural network

14th International Conference on Science, Engineering and Technology

自然科学;工业技术

Das, Raja^1

Department of Mathematics, School of Advanced Sciences, VIT University, Vellore

632014, India^1

关键词: Computational effort;    Linear programming problem;    Optimality;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/263/4/042138/pdf
DOI  :  10.1088/1757-899X/263/4/042138

来源: IOP

【 摘 要 】

In this paper we study the recurrent neural network for solving linear programming problems. To achieve optimality in accuracy and also in computational effort, an algorithm is presented. We investigate the sensitivity analysis of linear programming problem through the neural network. A detailed example is also presented to demonstrate the performance of the recurrent neural network.