An Efficient Algorithm for Finding an Irredundant Set Cover

Author:

Kime Charles R.1,Batni Ramachendra P.2,Russell Jeffrey D.3

Affiliation:

1. Department of Electrical and Computer Engineering, University of Wisconsin, Madison, Wisconsin

2. Bell Telephone Laboratories, Naperville, IL and University of Wisconsin, Madison, Wisconsin

3. Collins Radio Company, Cedar Rapids, IA and University of Wisconsin, Madison, Wisconsin

Abstract

The set covering problem is considered and an efficient procedure for finding an irredundant cover is presented. For an m × n cover table, the execution time of the procedure is, in the worst case, proportional to mn . Methods are suggested for obtaining alternate irredundant covers based on an initially obtained irredundant cover. The basic cost-independent algorithm is heuristically extended to consider costs so that a reduced-cost irredundant cover can be obtained. A summary of some computational experience is presented, which indicates that the procedure is fast and applicable to large problems.

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software

Reference8 articles.

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4. An approach for simplifying switching functions by utilizing the cover table representation;DAS S.R;IEEE Trans. Computers C-20,1971

5. A way to find a lower bound for the minimal solution of the covering problem;MIN-WEN;IEEE Trans. Computers C-M,1972

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