A sharp threshold in proof complexity yields lower bounds for satisfiability search

نویسندگان

  • Dimitris Achlioptas
  • Paul Beame
  • Michael Molloy
چکیده

Let F ( n; n) denote a random CNF formula consisting of n randomly chosen 2-clauses and n randomly chosen 3-clauses, for some arbitrary constants ; 0. It is well-known that, with probability 1 o(1), if > 1 then F ( n; n) has a linear-size resolution refutation. We prove that, with probability 1 o(1), if < 1 then F ( n; n) has no subexponential-size resolution refutation. Our result also yields the first proof that random 3-CNF formulas with densities well below the generally accepted range of the satisfiability threshold (and thus believed to be satisfiable) cause natural Davis-Putnam algorithms to take exponential time (to find a satisfying assignment).

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

Average-Case Lower Bounds and Satisfiability Algorithms for Small Threshold Circuits

We show average-case lower bounds for explicit Boolean functions against bounded-depth thresh-old circuits with a superlinear number of wires. We show that for each integer d > 1, there isεd > 0 such that Parity has correlation at most 1/nΩ(1) with depth-d threshold circuits whichhave at most n1+εd wires, and the Generalized Andreev Function has correlation at most 1/2nwith ...

متن کامل

Parameterized Complexity of DPLL Search Procedure

Zusammenfassung: We study the performance of DPLL algorithms on parameterized problems. In particular, we investigate how difficult it is to decide whether small solutions exist for satisfiability and other combinatorial problems. For this purpose we develop a Prover-Delayer game which models the running time of DPLL procedures and we establish an information-theoretic method to obtain lower bo...

متن کامل

Ironic Complicity: Satisfiability Algorithms and Circuit Lower Bounds

I discuss recent progress in developing and exploiting connections between SAT algorithms and circuit lower bounds. The centrepiece of the article is Williams’ proof that NEXP 6⊆ ACC, which proceeds via a new algorithm for ACC-SAT beating brute-force search. His result exploits a formal connection from non-trivial SAT algorithms to circuit lower bounds. I also discuss various connections in the...

متن کامل

T C C C

I discuss recent progress in developing and exploiting connections between SAT algorithms and circuit lower bounds. The centrepiece of the article is Williams’ proof that NEXP * ACC0, which proceeds via a new algorithm for ACC0-SAT beating brute-force search. His result exploits a formal connection from non-trivial SAT algorithms to circuit lower bounds. I also discuss various connections in th...

متن کامل

The unsatisfiability threshold conjecture: the techniques behind upper bound improvements

One of the most challenging problems in probability and complexity theory concerns the establishment and the determination of the satisfiability threshold for random Boolean formulas consisting of clauses with exactly k literals, or k-SAT formulas with emphasis on the case k = 3, or 3-SAT. According to many experimental observations, there exists a critical value rk of the number of clauses to ...

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:
  • J. Comput. Syst. Sci.

دوره 68  شماره 

صفحات  -

تاریخ انتشار 2004