https://www.dagstuhl.de/03141

30. März – 04. April 2003, Dagstuhl-Seminar 03141

The Propositional Satisfiability Problem -- Algorithms and Lower Bounds

Organisator

A. Goerdt (TU Chemnitz, D), P. Pudlak (Acad. of Sciences, Prague, CZ), U. Schöning (Univ. Ulm, D), O. Watanabe (Tokyo Inst. of Technology, J)

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Summary

The propositional satisfiability problem is the basic problem for which efficient algorithms in the classical sense do not exist. However, theoretical and applied computer scientists are clearly interested in this problem. On the applied side the satisfiability problem is seen as a aa paradigmatic combinatorial search problem. It is a special type of constraint satisfaction problem. And constraint satisfaction problems allow for a natural modeling of real life search problems. On the theoretical side two complementary aspects of the satisfiability problem are the focus of recent research: First, developing algorithms with provable performance guarantees, and second, proving lower bounds of any kind.Recently scientific progress has been made in each of the aforementioned areas.

Due to the diversity of the techniques employed the corresponding scientific groups tend to be in part disjoint. It is the obvious purpose of the seminar to bring these groups together.

The seminar fulfilled its purpose in any respect. Most of the about 20 talks dealt directly with algorithmic aspects of the problem, most interestingly some experimental and theoretical analyses of local search algorithms were presented. Three talks from the applied area are also worth mentioning. In two of them satisfability instances arising from cryptographic applications were presented and one dealt with satisfiability instances arising form the area of configuration (of cars). These talks were particularly interesting to algorithm designers because they made them familiar with complex instances from real life. Experience will show, if this has served as a starting point of a fruitful collaboration.

The understanding of random propositional formulas in conjunctive normalform is still one of the major open problem areas. The relavant ''satisfiability threshold conjecture '' is based on an experimentally claearly visible phenomenon, but is is still only to a small part proven by now. The conjecture asserts that formulas with approximately 4.2?n many randomly chosen 3-clauses become suddenly unsatisfiable.

A couple of open problems where discussed by the participants during an open problem session. These are contained in the proceedings.

Dokumentation

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