Non-standard approaches to integer programming

被引:37
作者
Aardal, K
Weismantel, R
Wolsey, LA
机构
[1] Catholic Univ Louvain, CORE, B-1348 Louvain, Belgium
[2] Catholic Univ Louvain, INMA, B-1348 Louvain, Belgium
[3] Univ Utrecht, Dept Math, NL-3485 CH Utrecht, Netherlands
[4] IMO Otto Van Guerick Univ Mageburg, Fak Math, D-39106 Magdeburg, Germany
关键词
integer programming; lattice basis reduction; Lenstra's algorithm; test sets; augmentation algorithms; Grobner basis; asymptotic group problem; subadditivity; corner polyhedron;
D O I
10.1016/S0166-218X(01)00337-7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this survey we address three of the principal algebraic approaches to integer programming. After introducing lattices and basis reduction, we first survey their use in integer programming, presenting among others Lenstra's algorithm that is polynomial in fixed dimension, and the solution of diophanine equations using basis reduction. The second topic concerns augmentation algorithms and test sets, including the role played by Hilbert and Grobner bases in the development of a primal approach to solve a family of problems for all right-hand sides. Thirdly we survey the group approach of Gomory, showing the importance of subadditivity in integer programming and the generation of valid inequalities, as well the relation to the parametric problem cited above of solving for all right-hand sides. (C) 2002 Elsevier Science B,V. All rights reserved.
引用
收藏
页码:5 / 74
页数:70
相关论文
共 114 条
[61]  
Liu Ji Yong, 1993, Results Math., V23, P374
[62]   THE GENERALIZED BASIS REDUCTION ALGORITHM [J].
LOVASZ, L ;
SCARF, HE .
MATHEMATICS OF OPERATIONS RESEARCH, 1992, 17 (03) :751-764
[63]  
Lovasz L., 1986, CBMS NSF REGIONAL C, V50
[64]   The shortest vector in a lattice is hard to approximate to within some constant. [J].
Micciancio, D .
39TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE, PROCEEDINGS, 1998, :92-98
[65]  
Nemhauser GL, 1988, INTEGER COMBINATORIA
[66]  
Oda T., 1988, CONVEX BODIES ALGEBR, V15
[68]  
PADBERG MW, 1980, MATH PROGRAM STUD, V12, P78, DOI 10.1007/BFb0120888
[69]  
R├a┬Ack H., 1980, DISCRETE STRUCTURES, P181
[70]   NEIGHBORHOOD-SYSTEMS FOR PRODUCTION SETS WITH INDIVISIBILITIES [J].
SCARF, HE .
ECONOMETRICA, 1986, 54 (03) :507-532