Classification of orthogonal arrays by integer programming

被引:43
作者
Bulutoglu, D. A. [1 ]
Margot, F. [2 ]
机构
[1] USAF, Inst Technol ENC, Wright Patterson AFB, OH 45433 USA
[2] Carnegie Mellon Univ, Tepper Sch Business, Pittsburgh, PA 15213 USA
关键词
covering arrays; D-optimal designs; fractional factorial designs; isomorphism classes; isomorphism pruning; orthogonal arrays; packing arrays;
D O I
10.1016/j.jspi.2006.12.003
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The problem of classifying all isomorphism classes of OA (N, k, s, t)'s is shown to be equivalent to finding all isomorphism classes of non-negative integer solutions to a system of linear equations under the symmetry group of the system of equations. A branch-and-cut algorithm developed by Margot [2002. Pruning by isomorphism in branch-and-cut. Math. Programming Ser. A 94, 71-90; 2003a. Exploiting orbits in symmetric ILP. Math. Programming Ser. B 98, 3-21; 2003b. Small covering designs by branch-and-cut. Math. Programming Ser. B 94, 207-220; 2007. Symmetric ILP: coloring and small integers. Discrete Optim., 4, 40-62] for solving integer programming problems with large symmetry groups is used to find all non-isomorphic OA(24, 7, 2, 2)'s, CIA(24, k, 2, 3)'s for 6 <= k <= 11, OA(32, k, 2, 3)'s for 6 <= k <= 11, OA(40, k, 2, 3)'s for 6 <= k <= 10, OA(48, k, 2, 3)'s for 6 <= k <= 8, OA(56, k, 2, 3)'s, OA(80, k, 2,4)'s, OA(112, k, 2,4)'s, for k = 6, 7, OA(64, k, 2, 4)'s, OA(96, k, 2,4)'s for k = 7, 8, and OA(144, k, 2, 4)'s for k = 8, 9. Further applications to classifying covering arrays with the minimum number of runs and packing arrays with the maximum number of runs are presented. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:654 / 666
页数:13
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