Generating all maximal models of a Boolean expression

Citation
Dj. Kavvadias et al., Generating all maximal models of a Boolean expression, INF PROCESS, 74(3-4), 2000, pp. 157-162
Citations number
20
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
INFORMATION PROCESSING LETTERS
ISSN journal
00200190 → ACNP
Volume
74
Issue
3-4
Year of publication
2000
Pages
157 - 162
Database
ISI
SICI code
0020-0190(20000531)74:3-4<157:GAMMOA>2.0.ZU;2-V
Abstract
We examine the computational problem of generating all maximal models of a Boolean expression in CNF. We give a resolution-like method that reduces th e unnegated variables of an expression while preserving its set of maximal models. We present an output-polynomial algorithm for the 2CNF case and we show that the problem cannot be solved in output-polynomial time in the cas e of Horn expressions, unless P = NP, despite an affinity of this case to t he recently subexponentially solved transversal hypergraph problem. The pro blem is of course trivial for 1-valid and anti-Horn expressions, and open f or exclusive-ors; it is NP-hard in all other cases. (C) 2000 Elsevier Scien ce B.V. All rights reserved.