Application of Stochastic Programming Technique to Solve Interval Quadratic Programming Problem

被引:1
|
作者
Kumari S. [1 ]
Srivastava S. [1 ]
机构
[1] Department of Mathematics, Jaypee University of Information Technology, Waknaghat, Solan, 173234, H.P.
关键词
6σ-rule; gH-difference; Interval quadratic programming problem (IQPP); Stochastic programming;
D O I
10.1007/s40819-020-00947-7
中图分类号
学科分类号
摘要
In this paper we developed a methodology to solve interval quadratic programming problem (IQPP). In the proposed work we convert interval quadratic programming problem (IQPP) into a non-interval stochastic programming problem. We transform the interval valued objective function into function of random variables and corresponding equality/inequality interval valued constraints into stochastic constraints using Gaussian distribution and 6σ-rule. Using this transformation method we tried to develop a solution of native interval quadratic programming problem. The methodologies are illustrated with numerical examples. © 2021, The Author(s), under exclusive licence to Springer Nature India Private Limited part of Springer Nature.
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