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P versus NP and other resource-bounded computation.

57 votes
2 answers
4k views

Can one amplify P=NP beyond P=PH?

In Descriptive Complexity, Immerman has Corollary 7.23. The following conditions are equivalent: 1. P = NP. 2. Over finite, ordered structures, FO(LFP) = SO. This can be thought of as "ampli …
András Salamon's user avatar
50 votes
4 answers
5k views

Generalized Ladner's Theorem

Ladner's Theorem states that if P ≠ NP, then there is an infinite hierarchy of complexity classes strictly containing P and strictly contained in NP. The proof uses the completeness of SAT under many …
András Salamon's user avatar
41 votes
6 answers
2k views

Is there a logic without induction that captures much of P?

The Immerman-Vardi theorem states that PTIME (or P) is precisely the class of languages that can be described by a sentence of First-Order Logic together with a fixed-point operator, over the class of …
András Salamon's user avatar
37 votes
3 answers
2k views

NC = P consequences?

The Complexity Zoo points out in the entry on EXP that if L = P then PSPACE = EXP. Since NPSPACE = PSPACE by Savitch, as far as I can tell the underlying padding argument extends to show that $$(\tex …
András Salamon's user avatar
31 votes
1 answer
834 views

Can graph isomorphism be decided with square root bounded nondeterminism?

Bounded nondeterminism associates a function $g(n)$ with a class $C$ of languages accepted by resource-bounded deterministic Turing machines, to form a new class $g$-$C$. This class consists of those …
András Salamon's user avatar
28 votes
4 answers
2k views

What specific evidence is there for P = RP?

RP is the class of problems decidable by a nondeterministic Turing machine that terminates in polynomial time, but that is also allowed one-sided error. P is the usual class of problems decidable by …
András Salamon's user avatar
27 votes
1 answer
2k views

How does the BosonSampling paper avoid easy classes of complex matrices?

In The computational complexity of linear optics (ECCC TR10-170), Scott Aaronson and Alex Arkhipov argue that if quantum computers can be efficiently simulated by classical computers then the polynomi …
András Salamon's user avatar
23 votes

What are good references to understanding the proof of the PCP theorem?

Dinur's paper (linked in the answer by Daniel Apon) is well written and worth reading. An extended discussion was also published about this paper and the proof, which is useful when reading the paper …
András Salamon's user avatar
23 votes
Accepted

Complexity zoo for unary languages

There is no Zoo-style reference yet, but a recent automata-theoretic survey of Giovanni Pighizzini has been useful to me, especially the slides from his talk. Giovanni Pighizzini, Investigations on …
András Salamon's user avatar
23 votes
2 answers
1k views

Best current space lower bound for SAT?

Following on from a previous question, what are the best current space lower bounds for SAT? With a space lower bound I here mean the number of worktape cells used by a Turing machine which uses …
András Salamon's user avatar
22 votes
1 answer
505 views

Are there natural separations in the nondeterministic time hierarchy?

The original Nondeterministic Time Hierarchy Theorem is due to Cook (the link is to S. Cook, A hierarchy for nondeterministic time complexity, JCSS 7 343–353, 1973). The theorem states that for any r …
András Salamon's user avatar
22 votes
1 answer
1k views

How to prove that USTCONN requires logarithmic space?

USTCONN is the problem that requires deciding whether there is a path from the source vertex $s$ to the target vertex $t$ in a graph $G$, where these are all given as part of the input. Omer Reingold …
András Salamon's user avatar
21 votes

Hardness jumps in computational complexity?

INDEPENDENT SET is NP-complete for (cross,triangle)-free graphs, but can be solved in linear time for (chair,triangle)-free graphs. (The X-free graphs are those that contain no graph from X as an ind …
András Salamon's user avatar
20 votes

Why is 2SAT in P?

As Walter says, clauses of 2-SAT have a special form. This can be exploited to find solutions quickly. There are actually several classes of SAT instances that can be decided in polynomial time, and …
András Salamon's user avatar
20 votes
0 answers
505 views

Model-checking for three-variable logics and restricted structures

Denote the $k$-variable fragment of logic $L$ by $L^{(k)}$. The model-checking problem for a logic $L$ with respect to a class of structures $C$, denoted $MC(L,C)$, is the decision problem $MC(L, …
András Salamon's user avatar

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