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Questions tagged [p-vs-np]

Questions about or related to P vs. NP

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56 votes
9 answers
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Explain P = NP problem to 10 year old

It is my first question on this site. I am taking a master's course on theory of computation. How you would explain P = NP problem to a 10 year old child and why it has such a monetary reward on it? ...
39 votes
2 answers
3k views

Mulmuley's GCT program

It is sometimes claimed that Ketan Mulmuley's Geometric Complexity Theory is the only plausible program for settling the open questions of complexity theory like P vs. NP question. There has been ...
Anonymous's user avatar
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34 votes
6 answers
3k views

Why are so few natural candidates for NP-intermediate status?

It is well known by Ladner's Theorem that if ${\mathsf P}\neq \mathsf {NP}$, then there exist infinitely many $\mathsf {NP}$-intermediate ($\mathsf{NPI}$) problems. There are also natural candidates ...
Andras Farago's user avatar
32 votes
7 answers
10k views

Should we consider $\mathsf{P} \neq \mathsf{NP}$ a law of nature?

Many experts believe that the $\mathsf{P} \neq \mathsf{NP}$ conjecture is true and use it in their results. My concern is that the complexity strongly depends on the $\mathsf{P} \neq \mathsf{NP}$ ...
vb le's user avatar
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30 votes
4 answers
5k views

Implications of unprovability of $P\neq NP$

I was reading "Is P Versus NP Formally Independent?" but I got puzzled. It is widely believed in complexity theory that $\mathsf{P} \neq \mathsf{NP}$. My question is about what if this is ...
karthik's user avatar
  • 417
29 votes
1 answer
1k views

Toy examples for barriers to $P \ne NP$

Are there any toy examples that provide 'essential' insights into understanding the three known barriers to $P = NP$ problem - relativization, natural proofs and algebrization?
v s's user avatar
  • 2,208
29 votes
3 answers
1k views

Is NPI contained in P/poly?

It is conjectured that $\mathsf{NP} \nsubseteq \mathsf{P}/\text{poly}$ since the converse would imply $\mathsf{PH} = \Sigma_2$. Ladner's theorem establishes that if $\mathsf{P} \ne \mathsf{NP}$ then $\...
Vanessa's user avatar
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25 votes
4 answers
3k views

Proofs, Barriers and P vs NP

It is well known that any proof resolving the P vs NP question must overcome relativization, natural proofs and algebrization barriers. The following diagram partitions the "proof space" into ...
Shiva Kintali's user avatar
25 votes
4 answers
2k views

Best known deterministic time complexity lower bound for a natural problem in NP

This answer to Major unsolved problems in theoretical computer science? question states that it is open if a particular problem in NP requires $\Omega(n^2)$ time. Looking at the comments under answer ...
Anonymous's user avatar
  • 4,041
24 votes
6 answers
3k views

Statements that imply $\mathbf{P}\neq \mathbf{NP}$

This is sort of an open-ended question - for which I apologize in advance. Are there examples of statements that (seemingly) don't have anything to do with complexity or Turing machines but the ...
Dominic van der Zypen's user avatar
22 votes
4 answers
2k views

Chaos and the $P{=}NP$ question

I am interested in learning connections between "chaos," or more broadly, dynamical systems, and the $P{=}NP$ question. Here is an example of the type of literature I am seeking: Ercsey-Ravasz, ...
Joseph O'Rourke's user avatar
20 votes
2 answers
1k views

Barriers to show $P=NP$

We all know showing $P\ne NP$ has barriers. We all have studied these barriers because we believe $P\ne NP$. However assume $P=NP$ and there are wise people who believe that possibility exists. If ...
Turbo's user avatar
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19 votes
1 answer
569 views

Natural candidate against the Isomorphism Conjecture?

The famous Isomorphism Conjecture of Berman and Hartmanis says that all $NP$-complete languages are polynomial time isomorphic (p-isomorphic) to each other. The key significance of the conjecture is ...
Andras Farago's user avatar
18 votes
4 answers
2k views

List of theorems stating that P does not equal NP if and only if

I think it would be a good idea to make a list of theorems stating that P does not equal NP if and only if such and such exits, some complexity class is contained in another complexity class and so on ...
Tayfun Pay's user avatar
  • 2,598
18 votes
1 answer
2k views

Algorithm whose running time depends on P vs. NP

Is there a known, explicit example of an algorithm with the property such that if $P\neq NP$ then this algorithm doesn't run in polynomial time and if $P=NP$ then it does run in polynomial time?
user2925716's user avatar
18 votes
0 answers
356 views

$\mathsf{P} \ne \mathsf{P/poly} \cap \mathsf{NP}$? [duplicate]

Assuming $\mathsf{P} \ne \mathsf{NP}$ can we show $\mathsf{P} \ne \mathsf{P/poly} \cap \mathsf{NP}$? Obviously this would be the case if $\mathsf{P} \ne \mathsf{NP}$ and $\mathsf{P/poly} \supset \...
Vanessa's user avatar
  • 2,151
16 votes
1 answer
869 views

Gowers "discretized Borel determinacy" approach

Gowers has recently outlined a problem, which he calls "discretized Borel determinacy," whose solution is related to proving circuit lower bounds. Can you provide a summary of the approach that is ...
Manu's user avatar
  • 7,669
16 votes
0 answers
224 views

What is the background in algebraic geometry and representation theory needed for geometric complexity theory? [duplicate]

I'm a mathematics student in my junior year and I'm interested in computational complexity and specially geometric complexity theory. I'm going to learn algebraic geometry and representation theory ...
FNH's user avatar
  • 269
14 votes
3 answers
1k views

What are natural examples of non-relativizable proofs?

As I understand it, a proof that P=NP or P≠NP would need to be non-relativizable (as in recursion theory oracles). Virtually all proofs seem to be relativizable, though. What are good examples of ...
Sai's user avatar
  • 241
14 votes
3 answers
3k views

What is a natural problem in theory of computation?

In Stephen Cook's paper on the P vs NP problem,[1] he states the following [2]: Feasibility Thesis: A natural problem has a feasible algorithm iff it has a polynomial-time algorithm. My question ...
Curious Yogurt's user avatar
13 votes
10 answers
4k views

Resources to learn about the P vs. NP problem

I was recently reminded about the $\mathsf{P}$ vs. $\mathsf{NP}$ problem as explained by Stephen A. Cook on Clay Mathematics Institute. It has piqued my interest and I would like to learn more about ...
Jon Cox's user avatar
  • 233
13 votes
2 answers
634 views

Looking for Literature Source for Following idea

I am quite certain that I am not the first to entertain the idea that I am going to present. However, it would be helpful if I can find any literature related to the idea. The idea is to construct a ...
Bill Province's user avatar
13 votes
3 answers
1k views

Why do computer scientists on the whole work under the assumption that P ≠ NP?

Coming from a math background, it seems interesting to me that on the whole computer scientists tend to work under the assumption that $P \neq NP$. While there is no proof either way, generally, ...
Eli Sadoff's user avatar
12 votes
2 answers
1k views

Reducing P vs. NP to SAT

The following question uses ideas from cryptography applied to complexity theory. That said, it is a purely complexity-theoretic question, and no crypto knowledge whatsoever is required to answer it. ...
Sadeq Dousti's user avatar
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12 votes
2 answers
2k views

On the provability of P versus NP

First of all, my understanding on Gödel's incompleteness theorem (and formal logic in general) is very naive, also is my knowledge on theoretical computer science (meaning only one graduate course ...
Alvaro's user avatar
  • 155
12 votes
1 answer
496 views

Optimal NP solvers

Fix $X \subset \lbrace 0,1 \rbrace^* \times \lbrace 0,1 \rbrace^*$ an NP-complete search problem e.g. the search form of SAT. Levin search provides an algorithm $L$ for solving $X$ which is optimal in ...
Vanessa's user avatar
  • 2,151
12 votes
1 answer
984 views

L/P/PSpace vs P/NP

in 1979 Hopcroft/ Ullman wrote that L ⊆ P ⊆ NP ⊆ PSpace is known but L ⊊ PSpace is the only proper (& trivial) containment known although all are conjectured to be proper containments, and "where ...
vzn's user avatar
  • 11k
12 votes
0 answers
394 views

Invisible electric fence even if P = NP?

Scott Aaronson has suggested that one argument in favor of $\mathsf{P} \ne \mathsf{NP}$ is that there seems to be an invisible electric fence separating $\mathsf{NP}$-complete problems from problems ...
Timothy Chow's user avatar
  • 7,550
11 votes
3 answers
756 views

Recent publications on NP ?= coNP question

I am interested in the question of whether NP is equal to coNP or not. I'd much appreciate some advice on good publications to read on the topic. For the record, I know that this question is ...
djkern's user avatar
  • 533
11 votes
2 answers
1k views

Formulating P vs NP without Turing machines

Computability in terms of Turing machines is equivalent to computability described by computable functions (based on primitive recursive functions, introducing the $\mu$-operator and so on). Is there ...
Dominic van der Zypen's user avatar
9 votes
3 answers
789 views

Could there be an extremely large hidden subset of Polynomially solvable problems within NP-Complete problems?

Suppose P != NP. We know that we can make easy instances of 3-SAT at any time. We can also generate what we believe to be hard instances (because our algorithms can't solve them quickly). Is there ...
Elliot JJ's user avatar
  • 745
9 votes
0 answers
362 views

What would be the consequences if all _infinite_ NP-complete languages are p-isomorphic?

The famous Isomorphism Conjecture of Berman and Hartmanis says that all $NP$-complete languages are polynomial time isomorphic ($p$-isomorphic) to each other. It has been an early attempt (published ...
Andras Farago's user avatar
9 votes
0 answers
514 views

Assigning probability to membership in an NP-complete language

Motivation Assuming $\mathsf{P}\ne\mathsf{NP}$, it is impossible to efficiently decide membership in an NP-complete language. I would like to assign probability to such membership, in some sense. ...
Vanessa's user avatar
  • 2,151
9 votes
0 answers
265 views

Are there sampNP-intermediate problems?

I approximately copied the brief "introduction" to average-case complexity theory of NP from my previous question. However, this question is completely different, so please read on It is conjectured ...
Vanessa's user avatar
  • 2,151
8 votes
3 answers
2k views

P vs NP: Instructive example of when Brute Force search can be avoided

To be able to explain the P vs NP problem to non-mathematicians I would like to have a pedagogical example of when Brute Force-search can be avoided. The problem should ideally be immediately ...
sixpanbass's user avatar
8 votes
2 answers
1k views

Baker Gill Solovay $P^B \ne NP^B$ relativization, what class is $B$ in?

A recent question asks whether relativization is well-defined. This question wonders how to put one use of it on firmer ground. In the BGS 1975 proof that there exists a language $B$ such that $...
vzn's user avatar
  • 11k
8 votes
1 answer
319 views

Is there a relation between BBH (black box hypothesis) and SETH (strong exponential time hypothesis)?

Is there a relation between BBH (black box hypothesis) and SETH (strong exponential time hypothesis)?
user52643's user avatar
8 votes
1 answer
328 views

Two DFA intersection emptiness connections to SETH & L vs P

(re "fine grained complexity") Wehar has proved that Two DFA intersection emptiness in $O(n^{2-\epsilon})$ time → SETH false. does anyone see any particular key proof difficulty, challenge, ...
vzn's user avatar
  • 11k
8 votes
1 answer
430 views

Is $\mathsf{P} = \mathsf{NP}$ relative to a universal predictor?

Consider any language $L$. Define $s(L) \in {\lbrace 0, 1 \rbrace}^\omega$ (an infinite sequence of bits) by the recursive formula $$s(L)_n=\chi_L(s(L)_{<n})$$ Here $\chi_L$ is the characteristic ...
Vanessa's user avatar
  • 2,151
7 votes
2 answers
2k views

P vs. NP and Pseudorandom Bit Generators

According to an article on pseudorandom number generators (PRNG) by Jeff Lagarias, he states that trying to prove that a PRNG is unpredictable (secure) is just "as hard" as trying to prove ...
user avatar
7 votes
2 answers
317 views

NPI-candidate hereditary graph property?

A graph property is called hereditary if it is closed with respect to deleting vertices. There are many interesting hereditary graph properties. Moreover, a number of nontrivial general facts are ...
Andras Farago's user avatar
7 votes
1 answer
772 views

Public-key encryption without the assumption that $P \neq NP$

I'm not talking about the RSA, El-gamal, nor any specific encryption scheme. Rather, my question, as related to this and this threads, is why the idea of Public-Key encryption scheme cannot be secure ...
Bush's user avatar
  • 241
7 votes
0 answers
1k views

Does L=P imply any new complexity class separations?

If L=P then P is not equal to PSPACE. This follows from PSPACE properly containing L. I am wondering if L=P implies any stronger separation between complexity classes? Does it imply P is properly ...
Anonymous's user avatar
  • 4,041
6 votes
1 answer
737 views

Is "two or zero" matching in a bipartite graph NP complete?

I have this problem, which I haven't seen before in the literature: given a bipartite graph and a natural number $k$, can we select at least $k$ of the edges such that each left-hand vertex is ...
James Trimble's user avatar
6 votes
1 answer
2k views

Do we know that the P vs. NP question isn't affected by Gödels incompleteness theorem? [duplicate]

Possible Duplicate: Implications of unprovability of $P\neq NP$ I shortly came across Gödels incompleteness theorem again and I wondered, since so much time has been spent on trying to answer ...
SpaceTrucker's user avatar
6 votes
1 answer
325 views

Is Murphy's Law of Complexity Theory consistent? What separations/collapses does it imply?

A decade ago I observed what I dub "Murphy's Law of Complexity Theory": whenever a new separation or collapse is discovered, the question is answered in the direction that makes $P\overset?=NP$ most ...
Stop Harming the Community's user avatar
6 votes
0 answers
183 views

Converse to natural proofs theorem?

Natural proofs paper shows 'if there is a natural property not possessed by any function in P/poly then there is no $2^{n^\epsilon}$-hard PRG'. Is it easy to see the converse 'if there is no $2^{n^\...
Turbo's user avatar
  • 12.9k
6 votes
0 answers
835 views

What is the status of Vladimir Romanov's proof that P=NP? [closed]

A couple of months ago there was a minor hubbub about a paper published on ArXiV by V. F. Romanov titled Non-Orthodox Combinatorial Models Based on Discordant Structures which claimed to give a ...
Adrian Petrescu's user avatar
5 votes
1 answer
450 views

Is there a counterexample to this work?

Is there a counterexample to this claim https://arxiv.org/abs/1610.00353? They claim a $O(n^6)$ LP model with simulations to support. I think asking validity is not a reasonable problem. However ...
Turbo's user avatar
  • 12.9k
5 votes
2 answers
312 views

ETH-Hardness of $Gap\text-MAX\text-3SAT_{c}$

The PCP theorem can be stated like this : There is a polynomial time reduction from SAT to $Gap\text-MAX\text-3SAT_{c}$ i.e. there is a reduction that maps an instance $\phi$ of SAT to an instance $...
xyz's user avatar
  • 243