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26 votes
4 answers
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Discrete logs vs. factoring

One thing that I've never quite understood is why computing discrete logarithms (in the multiplicative group mod p) and factoring seem to be so closely related. I don't think that there's a reduction ...
Harrison Brown's user avatar
25 votes
5 answers
3k views

Are there complexity classes with provably no complete problems?

A problem is said to be complete for a complexity class $\mathcal{C}$ if a) it is in $\mathcal{C}$ and b) every problem in $\mathcal{C}$ is log-space reducible to it. There are natural examples of NP-...
Akhil Mathew's user avatar
  • 25.6k
25 votes
1 answer
6k views

Evidence for integer factorization is in $P$

Peter Sarnak believes that integer factorization is in $P$. It is a well-known open problem in TCS to identify the real complexity class of integer factorization. Take a look at this link for Peter ...
user16007's user avatar
  • 800
25 votes
2 answers
2k views

Who first dubbed them "expander graphs"?

Expander graphs ("sparse graphs that have strong connectivity properties") burst onto the mathematical scene around the millennium, but I have not been successful in tracing the origin of (a) the ...
Joseph O'Rourke's user avatar
25 votes
3 answers
3k views

Discrete Fourier Transform of the Möbius Function

Consider the Möbius function $\mu (m)$. (Thus $\mu(m)=0$ unless all prime factors of $m$ appear once and $\mu (m)=(-1)^r$ if $m$ has $r$ distinct prime factors.) Next consider for some natural number $...
Gil Kalai's user avatar
  • 24.7k
25 votes
2 answers
2k views

An Interesting Optimization Problem

You are given n non-negative integers $a_1, a_2 ,, a_n$. In a single operation, you take any two integers out of these integers and replace them with a new integer having value equal to difference ...
Praveen Dhinwa's user avatar
25 votes
3 answers
2k views

Is the Ford-Fulkerson algorithm a tropical rational function?

The Ford-Fulkerson algorithm Let me recall the standard scenario of flow optimization (for integer flows at least): Let $\mathbb{N} = \left\{0,1,2,\ldots\right\}$. Consider a digraph $D$ with vertex ...
darij grinberg's user avatar
24 votes
2 answers
2k views

Can one measure the infeasibility of four color proofs?

Terms like "impractical" and "unfeasible" are used to say the Robertson, Sanders, Seymour, and Thomas proof of the four color theorem needs computer assistance. Obviously no precise measure is ...
Colin McLarty's user avatar
24 votes
4 answers
5k views

Super-linear time complexity lower bounds for any natural problem in NP?

Do we know any problem in NP which has a super-linear time complexity lower bound? Ideally, we would like to show that 3SAT has super-polynomial lower bounds, but I guess we're far away from that. I'd ...
Rune's user avatar
  • 2,416
24 votes
1 answer
1k views

Are sums of sequences decidable?

Suppose that $f,g$ are rational functions with integer coefficients such that $\sum_{n=0}^{\infty}f(n)$ and $\sum_{n=0}^{\infty}g(n)$ both converge. Is it decidable whether $\sum_{n=0}^{\infty}f(n)=\...
Joseph Van Name's user avatar
24 votes
2 answers
3k views

Counting subgraphs of bipartite graphs

I'm not a graph theorist or computational complexity specialist, so my apologies if this question is stupid or poorly posed! Given a bipartite graph $G$ of $n$ vertices, how many induced subgraphs of ...
AlastairK's user avatar
  • 291
23 votes
2 answers
2k views

Deep theorems and long proofs

I ran across this discussion by Daniel Shanks, "Is the quadratic reciprocity law a deep theorem?." Solved and Unsolved Problems in Number Theory. Vol. 297. AMS, 2001. p.64ff. which made me ...
Joseph O'Rourke's user avatar
23 votes
2 answers
2k views

What is the complexity of this problem?

Recently on Dick Lipton and Ken Regan's blog there was a post about problems of intermediate complexity, that is, NP problems that are harder than P but easier than NP-complete. The main message of ...
gowers's user avatar
  • 29k
22 votes
5 answers
5k views

Why relativization can't solve NP !=P?

If this problem is really stupid, please close it. But I really wanna get some answer for it. And I learnt computational complexity by reading books only. When I learnt to the topic of relativization ...
Ross Tang's user avatar
  • 581
22 votes
2 answers
6k views

$\mathbf{P} = \mathbf{NP}$, what's the problem?

Let's take the problem of the backpack: $A_1,\ldots ,A_n$ the weights that are integers, and we want to know if we can achieve a total weight of $V$. We take $$I=\dfrac{1}{2\pi}\int_0^{2\pi} \exp(-iVt)...
Dattier's user avatar
  • 4,074
22 votes
3 answers
6k views

Satisfiability of general Boolean formulas with at most two occurrences per variable

(If you know basics in theoretical computer science, you may skip immediately to the dark box below. I thought I would try to explain my question very carefully, to maximize the number of people that ...
Ryan Williams's user avatar
22 votes
0 answers
1k views

Do we know how to determine the $2^{2020}$ decimal of $\sqrt{2}$?

In the case of $\dfrac{1}{7^{800}}$ it's easy, to find the $2^{2020}$ decimal, but what about the simplest of the irrational numbers. Question: Do we know how to determine the $2^{2020}$ decimal of $\...
Dattier's user avatar
  • 4,074
21 votes
3 answers
7k views

What are the current breakthroughs of Geometric Complexity Theory?

I've read from Wikipedia about Geometric Complexity Theory (GCT) which (if I understood correctly) is a program for coping with the $ P=NP $ problem using algebraic methods. That program seems ...
21 votes
2 answers
1k views

Is factorial definable using a $\Delta_0$ formula?

The factorial function is primitive recursive, and therefore definable by a $\Sigma_1$ formula. Is it also definable by a $\Delta_0$ formula (i.e. bounded quantifiers)? If not, why?
Yoni Zohar's user avatar
21 votes
4 answers
2k views

Kolmogorov complexity of classical music

I have an impression that classical music pieces are more "structured" than white noise and more "complicated" than the soundtracks of the Billboard Hot 100 songs. So assuming we ...
muse's user avatar
  • 227
21 votes
2 answers
18k views

Complexity of linear solvers vs matrix inversion

Solving linear equations can be reduced to a matrix-inversion problem, implying that the time complexity of the former problem is not greater than the time complexity of the latter. Conversely, given ...
Alm's user avatar
  • 1,207
21 votes
0 answers
441 views

Straight-line drawing of regular polyhedra

Find the minimum number of straight lines needed to cover a crossing-free straight-line drawing of the icosahedron $(13\dots 15)$ and of the dodecahedron $(9\dots 10)$ (in the plane). For example, ...
Lviv Scottish Book's user avatar
20 votes
2 answers
2k views

Any important consequences with presupposition of $\mathbf{P} \neq \mathbf{NP}$

As we know, there are lots of consequences with the presupposition of the Riemann Hypothesis. Similarly, are there any important consequences with the presupposition of $\mathbf{P} \neq \mathbf{NP}$ ?...
20 votes
2 answers
2k views

"a shape that ... lies halfway between a square and a circle"

An article in the Notices of the AMS, Volume 61, Issue 10, 2014 (PDF download link), on Khot's Unique Games Conjecture, says this: Another group ... found a shape that in a certain sense lies ...
Joseph O'Rourke's user avatar
20 votes
2 answers
1k views

Minimum number of variables on which a multivariate polynomial depends?

Let $p:F_2^n\rightarrow F_2$ be a multivariate polynomial, let's say of degree 3. (Both the degree and the order of the field could probably be replaced by other constants without affecting this ...
Scott Aaronson's user avatar
20 votes
4 answers
870 views

Enumeration and random selection

In Peter J. Cameron's book "Permutation Groups" I found the following quote It is a slogan of modern enumeration theory that the ability to count a set is closely related to the ability to pick a ...
Gjergji Zaimi's user avatar
19 votes
12 answers
4k views

Lower Bounds in Theoretical Computer Science

Besides the classical: you can't do comparison sort with faster than (n logn); what are other lower bounds we know of for algorithms? I can't seem to dig them up via google scholar, yet they must ...
19 votes
5 answers
2k views

Equivalent forms of the P vs. NP problem

Many things in math can be formulated quite differently; see the list of statements equivalent to RH here, for example, with RH formulated as a bound on lcm of consecutive integers, as an integral ...
Michael's user avatar
  • 2,205
19 votes
4 answers
1k views

Applications of linear programming duality in combinatorics

So, I know that one can apply the strong LP duality theorem to specific instances of maximum flow problems to recover some nontrivial theorems in combinatorics, such as Hall's theorem, Koenig's ...
amakelov's user avatar
  • 997
19 votes
1 answer
3k views

Möbius Randomness of the Rudin-Shapiro Sequence

The Rudin-Shapiro sequence (also known as the Golay-Rudin-Shapiro sequence) is defined as follows. Let $a_n = \sum \epsilon_i\epsilon_{i+1}$ where $\epsilon_1,\epsilon_2,\dots$ are the digits in the ...
Gil Kalai's user avatar
  • 24.7k
19 votes
2 answers
1k views

Explicit invariant of tensors nonvanishing on the diagonal

The group $SL_n \times SL_n \times SL_n$ acts naturally on the vector space $\mathbb C^n \otimes \mathbb C^n \otimes \mathbb C^n$ and has a rather large ring of polynomial invariants. The element $$\...
Will Sawin's user avatar
  • 148k
19 votes
2 answers
2k views

Is the tensor product of polyhedra a polyhedron?

Conventions: A polytope in a finite-dimensional $\mathbb R$-vector space $V$ is defined to be a convex hull of finitely many points in $V$. A polyhedron in a finite-dimensional $\mathbb R$-vector ...
darij grinberg's user avatar
19 votes
1 answer
616 views

How hard is it to tell when a finite set tiles the integers?

Given a nonempty set $B$ of integers between 1 and $n$, we wish to determine whether or not $\mathbb{Z}$ can be tiled with translates of $B$ (that is, covered by disjoint translates of $B$). I know an ...
James Propp's user avatar
  • 19.7k
19 votes
3 answers
2k views

A generalization of the triangle counting problem for simple weighted graphs

One nice identity is that $$\operatorname{tr}(A^3)/6$$ counts the number of triangles of a graph with adjacency matrix $A$. It also implies that triangle counting in a graph can be performed in sub-...
Jernej's user avatar
  • 3,463
19 votes
0 answers
513 views

Checking Mertens and the like in less than linear time or less than $\sqrt{x}$ space

Say you want to check that $|\sum_{n\leq x} \mu(n)|\leq \sqrt{x}$ for all $x\leq X$. (I am actually interested in checking that $\sum_{n\leq x} \mu(n)/n|\leq c/\sqrt{x}$, where $c$ is a constant, and ...
H A Helfgott's user avatar
  • 20.2k
19 votes
0 answers
782 views

Reference request: Parallel processor theorem of William Thurston

Sometime in the 1980's or 1990's, Bill Thurston proved a theorem regarding the existence of a universal parallel processing machine, using a certain class for such machines having finite deterministic ...
Lee Mosher's user avatar
  • 15.4k
18 votes
5 answers
8k views

What techniques exist to show that a problem is not NP-complete?

The standard way to show that a problem is NP-complete is to show that another problem known to be NP-complete reduces to it. That much is clear. Given a problem in NP, what's known about how to ...
Qiaochu Yuan's user avatar
18 votes
7 answers
3k views

SAT and Arithmetic Geometry

This is an agglomeration of several questions, linked by a single observation: SAT is equivalent to determining the existence of roots for a system of polynomial equations over $\mathbb{F}_2$ (note ...
Vanessa's user avatar
  • 1,368
18 votes
2 answers
3k views

Is #k-XORSAT #P-complete?

k-XORSAT is the problem of deciding whether a Boolean formula $$\bigwedge_{i \in I} \oplus_{j=1}^k l_{s_{ij}}$$ is satisfiable. Here $\oplus$ denotes the binary XOR operation, $I$ is some index set, ...
András Salamon's user avatar
18 votes
1 answer
1k views

Is it possible to make an algorithm that could predict the likelihood that a program will halt?

Today I began to read about computability theory. I do not even have an elementary understanding of the topic but it certainly got me thinking. I know there is there is no 'one-for-all' algorithm that ...
AuSeR's user avatar
  • 313
18 votes
2 answers
2k views

What is the largest tensor rank of $n \times n \times n$ tensor?

The tensor rank of a three dimensional array $M[i,j,k], i,j,k\in [1,\ldots,n]$ is the minimal number of vectors $x_i,y_i,z_i$, such that $M=\sum_{i=1}^d x_i\otimes y_i\otimes z_i$. From dimension ...
Klim Efremenko's user avatar
18 votes
3 answers
3k views

Deciding membership in a convex hull

Given points $u, v_1, \dots,v_n \in \mathbb{R}^m$, decide if $u$ is contained in the convex hull of $v_1, \dots, v_n$. This can be done efficiently by linear programming (time polynomial in $n,m$) in ...
Mitch's user avatar
  • 667
18 votes
1 answer
926 views

Lagrange four-squares theorem --- deterministic complexity

Lagrange's four-squares theorem states that every natural number can be represented as the sum of four integer squares. Rabin and Shallit gave a randomised algorithm that finds one of these solutions ...
ckamath's user avatar
  • 283
18 votes
2 answers
1k views

Is there a name for sets for which it is easier to test membership than to find members---and vice versa?

This is a question my son Bob asked me. For some sets it is relatively easy to test for membership but a lot more difficult to find members, and for others the reverse is true. Here is an elementary ...
Dick Palais's user avatar
  • 15.3k
18 votes
2 answers
2k views

Can Schwartz-Zippel be formulated for commutative rings instead of fields?

The polynomials which occur in the Schwartz-Zippel lemma could be defined for any commutative ring, yet the lemma is restricted to fields. This makes it inapplicable for $(1+x^n)=1+x^n(\operatorname{...
Thomas Klimpel's user avatar
18 votes
1 answer
1k views

Why should algebraic geometers and representation theorists care about geometric complexity theory?

Geometric complexity theory has demonstrated that complexity theorists should care about algebraic geometry and representation theory, but, why should algebraic geometers and representation theorists ...
Trent's user avatar
  • 989
18 votes
4 answers
2k views

Complexity of equitable partitions

We are talking about undirected simple graphs and partitions of their vertex sets into disjoint non-empty cells. Such a partition is equitable if for any two vertices $v,w$ in the same cell, and any ...
Brendan McKay's user avatar
18 votes
1 answer
607 views

Complexity of a Fibonacci numbers discrete log variation

In my work I encountered the following FIBMOD PROBLEM: Given $k,m$ in binary, decide if there exists $n$ such that $\, F_n = k \,$ (mod $m$). Here $F_n$ is a Fibonacci number. This is a variation ...
Igor Pak's user avatar
  • 17k
17 votes
4 answers
6k views

Why is fast matrix multiplication impractical?

I am wondering why fast matrix multiplications are impractical, especially for Boolean matrix multiplication. I read some content saying fast matrix multiplications are impractical because of large ...
Jiawei Ren's user avatar
17 votes
4 answers
3k views

Languages beyond enumerable

A language is a set of finite-length strings from some finite alphabet $\Sigma$. It is no loss of generality (for my purposes) to take $\Sigma=\{0,1\}$; so a language is a set of bit-strings. ...
Joseph O'Rourke's user avatar

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