An efficient heuristic approach to solve the unate covering problem

Citation
R. Cordone et al., An efficient heuristic approach to solve the unate covering problem, IEEE COMP A, 20(12), 2001, pp. 1377-1388
Citations number
29
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
ISSN journal
02780070 → ACNP
Volume
20
Issue
12
Year of publication
2001
Pages
1377 - 1388
Database
ISI
SICI code
0278-0070(200112)20:12<1377:AEHATS>2.0.ZU;2-U
Abstract
The paper presents a new approach to solve the unate covering problem based on exploitation of information provided by Lagrangean relaxation. In parti cular, main advantages of the proposed heuristic algorithm are the effectiv e choice of elements to be included in the solution, cost-related reduction s of the problem, and a good lower bound on the optimum. The results suppor t the effectiveness of this approach: on a wide set of benchmark problems, the algorithm nearly always hits the optimum and in most cases proves it to be such. On the problems whose optimum is actually unknown, the best known result is strongly improved.