Generating Hard Tautologies Using Predicate Logic and the Symmetric Group

Søren Riis
Meera Sitharam

September 1998

Abstract:

We introduce methods to generate uniform families of hard propositional tautologies. The tautologies are essentially generated from a single propositional formula by a natural action of the symmetric group tex2html_wrap_inline31.

The basic idea is that any Second Order Existential sentence tex2html_wrap_inline33 can be systematically translated into a conjunction tex2html_wrap_inline35 of a finite collection of clauses such that the models of size n of an appropriate Skolemization tex2html_wrap_inline39 are in one-to-one correspondence with the satisfying assignments to tex2html_wrap_inline41: the tex2html_wrap_inline31-closure of tex2html_wrap_inline35, under a natural action of the symmetric group tex2html_wrap_inline31. Each tex2html_wrap_inline41 is a CNF and thus has depth at most 2. The size of the tex2html_wrap_inline41's is bounded by a polynomial in n. Under the assumption NEXPTIME tex2html_wrap_inline57 co-NEXPTIME, for any such sequence tex2html_wrap_inline41 for which the spectrum tex2html_wrap_inline61 is NEXPTIME-complete, the tautologies tex2html_wrap_inline63 do not have polynomial length proofs in any propositional proof system.

Our translation method shows that most sequences of tautologies being studied in propositional proof complexity can be systematically generated from Second Order Existential sentences and moreover, many natural mathematical statements can be converted into sequences of propositional tautologies in this manner.

We also discuss algebraic proof complexity issues for such sequences of tautologies. To this end, we show that any Second Order Existential sentence tex2html_wrap_inline33 can be systematically translated into a finite collection of polynomial equations tex2html_wrap_inline67 such that the models of size n of an appropriate skolemization tex2html_wrap_inline39 are in one-to-one correspondence with the solutions to tex2html_wrap_inline73: the tex2html_wrap_inline31-closure of tex2html_wrap_inline67, under a natural action of the symmetric group tex2html_wrap_inline31. The degree of tex2html_wrap_inline81 is the same as that of tex2html_wrap_inline83, and hence is independent of n, and the number of variables is no more than a polynomial in n. Furthermore, we briefly describe how, for the corresponding sequences of tautologies tex2html_wrap_inline41, the rich structure of the tex2html_wrap_inline31 closed, uniformly generated, algebraic systems tex2html_wrap_inline81 has profound consequences on on the algebraic proof complexity of tex2html_wrap_inline41

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