On variable-weighted exact satisfiability problems

• Published in: Annals of mathematics and artificial intelligence Vol. 51; no. 1; pp. 27 - 54
• Main Author: Porschen, Stefan
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Nature B.V 01.09.2007
• Subjects: Algorithms; Optimization; Real variables
• ISSN: 1012-2443; 1573-7470
• DOI: 10.1007/s10472-007-9084-z

We show that the NP-hard optimization problems minimum and maximum weight exact satisfiability (XSAT) for a CNF formula C over n propositional variables equipped with arbitrary real-valued weights can be solved in O(||C||20.2441n) time. To the best of our knowledge, the algorithms presented here are the first handling weighted XSAT optimization versions in non-trivial worst case time. We also investigate the corresponding weighted counting problems, namely we show that the number of all minimum, resp. maximum, weight exact satisfiability solutions of an arbitrarily weighted formula can be determined in O(n2·||C|| + 20.40567n) time. In recent years only the unweighted counterparts of these problems have been studied (Dahllöf and Jonsson, An algorithm for counting maximum weighted independent sets and its applications. In: Proceedings of the 13th ACM-SIAM Symposium on Discrete Algorithms, pp. 292–298, 2002; Dahllöf et al., Theor Comp Sci 320: 373–394, 2004; Porschen, On some weighted satisfiability and graph problems. In: Proceedings of the 31st Conference on Current Trends in Theory and Practice of Informatics (SOFSEM 2005). Lecture Notes in Comp. Science, vol. 3381, pp. 278–287. Springer, 2005).