An Integer Linear Programming Model for Partially Ordered Sets

被引:3
作者
Badr, Elsayed [1 ]
Selim, I. M. [2 ]
Mostafa, Hoda [3 ]
Attiya, Hala [4 ]
机构
[1] Benha Univ, Fac Comp & Artificial Intelligence, Sci Comp Dept, Banha, Egypt
[2] Univ Sadat City, Fac Comp & Artificial Intelligence, Comp Sci Dept, Sadat City, Egypt
[3] Fac Sci Menoufia Univ, Math & Comp Sci Dept, Shibin Al Kawm, Egypt
[4] Beni Suef Univ, Fac Technol & Educ, Basic Sci Dept, Bani Suwayf, Egypt
关键词
PHASOR MEASUREMENT UNITS; PLACEMENT;
D O I
10.1155/2022/7660174
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Linear programming is an important approach that is used to represent a large class of combinatorial optimization problems. The simplex algorithm is one of the algorithms for solving linear programming problems with exponential time complexity. Fortunately, this algorithm solves real-world problems with polynomial time complexity. In particular, a new Integer Linear Programming model (ILPM) is proposed for partially ordered sets. Robert Dilworth's Decomposition theorem is formulated by ILPM and proves its correctness using the paradigm of strong duality in linear programming. Finally, ILPM is run on fifteen benchmark partially ordered sets for finding their width. The computational experiments show the validity of the proposed model.
引用
收藏
页数:9
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