Design of parallel portfolios for SAT-based solving of Hamiltonian cycle problems

نویسندگان

  • Miroslav N. Velev
  • Ping Gao
چکیده

We study portfolios of parallel strategies for Boolean Satisfiability (SAT) based solving of Hamiltonian Cycle Problems (HCPs). The strategies are based on our techniques for relative SAT encoding of permutations with constraints, and exploit: 1) encodings that eliminate half of the ordering Boolean variables and two-thirds of the transitivity constraints; 2) 12 triangulation heuristics for minimal enumeration of transitivity; 3) 11 heuristics for selecting the first node in the Hamiltonian cycle; 4) inverse transitivity constraints; and 5) exclusivity successor constraints between neighbors. We achieve up to 3 orders of magnitude speedup on random graphs that have Hamiltonian cycles and are in the phase transition

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Parallel SAT Solver Selection and Scheduling

Combining differing solution approaches by means of solver portfolios has proven as a highly effective technique for boosting solver performance. We consider the problem of generating parallel SAT solver portfolios. Our approach is based on a recently introduced sequential SAT solver portfolio that excelled at the last SAT competition. We show how the approach can be generalized for the paralle...

متن کامل

Automatic construction of parallel portfolios via algorithm configuration

Since 2004, increases in computational power described by Moore’s law have substantially been realized in the form of additional cores rather than through faster clock speeds. To make effective use of modern hardware when solving hard computational problems, it is therefore necessary to employ parallel solution strategies. In this work, we demonstrate how effective parallel solvers for proposit...

متن کامل

Efficient SAT Techniques for Absolute Encoding of Permutation Problems: Application to Hamiltonian Cycles

We study novel approaches for solving of hard combinatorial problems by translation to Boolean Satisfiability (SAT). Our focus is on combinatorial problems that can be represented as a permutation of n objects, subject to additional constraints. In the case of the Hamiltonian Cycle Problem (HCP), these constraints are that two adjacent nodes in a permutation should also be neighbors in the grap...

متن کامل

The Solution of SAT Problems Using Ternary Vectors and Parallel Processing

This paper will show a new approach to the solution of SAT-problems. It has been based on the isomorphism between the Boolean algebras of finite sets and the Boolean algebras of logic functions depending on a finite number of binary variables. Ternary vectors are the main data structure representing sets of Boolean vectors. The respective set operations (mainly the complement and the intersecti...

متن کامل

Algorithms for the Satisfiability ( Sat

The satissability (SAT) problem is a core problem in mathematical logic and computing theory. In practice, SAT is fundamental in solving many problems in automated reasoning, computer-aided design, computer-aided manufacturing, machine vision, database, robotics, integrated circuit design, computer architecture design, and computer network design. Traditional methods treat SAT as a discrete, co...

متن کامل

ذخیره 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 نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010