A Translation of Pseudo Boolean Constraints to SAT
نویسندگان
چکیده
This paper introduces a new CNF encoding of pseudo-Boolean constraints, which allows unit propagation to maintain generalized arc consistency. In the worst case, the size of the produced formula can be exponentially related to the size of the input constraint, but some important classes of pseudo-Boolean constraints, including Boolean cardinality constraints, are encoded in polynomial time and size. The proposed encoding was integrated in a solver based on the zChaff SAT solver and submitted to the PB05 evaluation. The results provide new perspectives in the field of full CNF approach of pseudo-Boolean constraints solving.
منابع مشابه
A Family of Encodings for Translating Pseudo-Boolean Constraints into SAT
A Pseudo-Boolean constraint, PB-constraint, is a linear constraint over Boolean variables. This kind of constraints has been widely used in expressing NP-complete problems. This paper introduces a family of algorithms for translating PseudoBoolean constraints into CNF clauses. These algorithms are centered around the idea of rewriting a PB-constraint as the conjunction of a set of easier to tra...
متن کاملTranslating Pseudo-Boolean Constraints into SAT
In this paper, we describe and evaluate three different techniques for translating pseudoboolean constraints (linear constraints over boolean variables) into clauses that can be handled by a standard SAT-solver. We show that by applying a proper mix of translation techniques, a SAT-solver can perform on a par with the best existing native pseudo-boolean solvers. This is particularly valuable in...
متن کاملA Verified Decision Procedure for Pseudo-Boolean Formulas
Pseudo-Boolean formulas consist of constraints of the form ∑i=1 wi · xi k, where xi are propositional literals, wi ∈ Z, k ∈ Z, and arise in planning, scheduling and optimization problems. We describe an efficient and easily verifiable decision procedure for pseudo-Boolean formulas, that is based on encoding PB formulas into the propositional satisfiability problem with the cutting-edge sequenti...
متن کاملOn extending SAT solvers for PB problems
The use of SAT solvers to handle practical problems has grown dramatically over the last decade. SAT solvers are now mature enough to be used in hardware or software model checkers and to have an impact on our everyday’s life of computer users. Many researchers are working on extensions of the current framework to more general constraints: pseudo-boolean (PB) constraints, satisfiability modulo ...
متن کاملUniversal Booleanization of Constraint Models
While the efficiency and scalability of modern SAT technology offers an intriguing alternative approach to constraint solving via translation to SAT, previous work has mostly focused on the translation of specific types of constraints, such as pseudo Boolean constraints, finite integer linear constraints, and constraints given as explicit listings of allowed tuples. By contrast, we present a tr...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- JSAT
دوره 2 شماره
صفحات -
تاریخ انتشار 2006