A class of hard small 0-1 programs

Citation
G. Cornuejols et M. Dawande, A class of hard small 0-1 programs, INFORMS J C, 11(2), 1999, pp. 205-210
Citations number
22
Categorie Soggetti
Computer Science & Engineering
Journal title
INFORMS JOURNAL ON COMPUTING
ISSN journal
10919856 → ACNP
Volume
11
Issue
2
Year of publication
1999
Pages
205 - 210
Database
ISI
SICI code
1091-9856(199921)11:2<205:ACOHS0>2.0.ZU;2-O
Abstract
In this article, we consider a class of 0-1 programs that, although innocen t looking, is a challenge for existing solution methods. Solving even small instances from this class is extremely difficult for conventional branch-a nd-bound or branch-and-cut algorithms. We also experimented with basis redu ction algorithms and with dynamic programming without much success. The art icle then examines the performance of two other methods: a group relaxation for 0,1 programs, and a sorting-based procedure following an idea of Wolse y. Although the results with these two methods are somewhat better than wit h the other four when it comes to checking feasibility, we offer this class of small 0,1 programs as a challenge to the research community.