Optimizing over the first Chvatal closure

被引:60
作者
Fischetti, Matteo
Lodi, Andrea
机构
[1] Univ Padua, DEI, I-35131 Padua, Italy
[2] Univ Bologna, DEIS, I-40136 Bologna, Italy
关键词
integer programs; separation problems; Chvatal-Gomory cuts; computational analysis;
D O I
10.1007/s10107-006-0054-8
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
How difficult is, in practice, to optimize exactly over the first Chvatal closure of a generic ILP? Which fraction of the integrality gap can be closed this way, e.g., for some hard problems in the MIPLIB library? Can the first-closure optimization be useful as a research (off-line) tool to guess the structure of some relevant classes of inequalities, when a specific combinatorial problem is addressed? In this paper we give answers to the above questions, based on an extensive computational analysis. Our approach is to model the rank-1 Chvatal-Gomory separation problem, which is known to be NP-hard, through a MIP model, which is then solved through a general-purpose MIP solver. As far as we know, this approach was never implemented and evaluated computationally by previous authors, though it gives a very useful separation tool for general ILP problems. We report the optimal value over the first Chvatal closure for a set of ILP problems from MIPLIB 3.0 and 2003. We also report, for the first time, the optimal solution of a very hard instance from MIPLIB 2003, namely nsrand-ipx, obtained by using our cut separation procedure to preprocess the original ILP model. Finally, we describe a new class of ATSP facets found with the help of our separation procedure.
引用
收藏
页码:3 / 20
页数:18
相关论文
共 20 条
[1]  
ACHTERBERG T, 2003, MIXED INTEGER PROGRA
[2]  
[Anonymous], PORTA POlyhedron Representation Transformation Algorithm
[3]   A LIFTING PROCEDURE FOR THE ASYMMETRIC TRAVELING SALESMAN POLYTOPE AND A LARGE NEW CLASS OF FACETS [J].
BALAS, E ;
FISCHETTI, M .
MATHEMATICAL PROGRAMMING, 1993, 58 (03) :325-352
[4]  
BALAS E, 2005, 2006E5 CMU TEPP SCH
[5]  
Balas E., 1989, SIAM J DISCRETE MATH, V2, P425, DOI DOI 10.1137/0402038
[6]  
BIXBY RE, MIPLIB 3 0
[7]  
BONAMI P, IN PRESS MATH PROGRA
[8]   On the separation of split cuts and related inequalities [J].
Caprara, A ;
Letchford, AN .
MATHEMATICAL PROGRAMMING, 2003, 94 (2-3) :279-294
[9]  
Chvatal V., 1973, Discrete Mathematics, V4, P305, DOI 10.1016/0012-365X(73)90167-2
[10]  
DASH S, 2005, MIR CLOSURE POLYHEDR