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54 votes
2 answers
8k views

Walsh Fourier transform of the Möbius function

This question is related to this previous question where I asked about ordinary Fourier coefficients. Special case: is Möbius nearly orthogonal to Morse August Ferdinand Möbius (November 17, 1790 – ...
1 vote
1 answer
474 views

Is non-convex optimisation really in NP class?

Crossposted on Mathematics SE I've seen in many optimisation papers the statement that general non-convex optimisation problem is NP-hard. If we assume that non-convex optimisation is in NP class, it ...
83 votes
7 answers
7k views

Computational complexity of computing homotopy groups of spheres

At various times I've heard the statement that computing the group structure of $\pi_k S^n$ is algorithmic. But I've never come across a reference claiming this. Is there a precise algorithm ...
1 vote
0 answers
36 views

Does Hoffman constant keep the same after a very tiny perturbation on the polyhedron such that the bases are even unchanegd?

Suppose that $P$ is a polyhedron represented by $$P:=\{x \in \mathbb{R}^n: A x \le b \} \text{ for }A \in \mathbb{R}^{m\times n},\ b \in \mathbb{R}^m,$$ and $P$ contains interior points. Moreover, the ...
2 votes
0 answers
197 views

Is orthogonal polygon with crossings count NP-complete?

The are several NP-complete problems related to the construction of orthogonal simple polygons. Rapport showed that it is NP-complete to decide the existence of orthogonal simple polygon that passes ...
3 votes
1 answer
332 views

Complexity of inverting and multiplying against a symmetric Toeplitz matrix with two repeated entries

I know that the computational complexity of inverting a general $n \times n$ matrix $A$ is $O(n^{2.373})$ and multiplying it against an $n \times m$ matrix is $O(n^2m)$. Moreover, I've seen that ...
2 votes
0 answers
245 views

Pancake sorting problem – Is computing f(n) NP-hard?

The so-called Pancake flipping problem first discussed by Jacob E. Goodman here yields two entangled problems: MIN-SBPR (Sorting By Prefix Reversals) - Given a permutation, find the smallest sequence ...
0 votes
0 answers
145 views

Bound on solutions of $Ax \ge b$

Let $A \in \mathbb{Z}^{m \times n}, b \in \mathbb{Z}^{m \times 1}$. One can show that if there is a solution of $Ax \ge b, x \in \mathbb{R}^n$ then there is one such that $\|x\|_{\infty} \le c (\|A\|_{...
0 votes
0 answers
59 views

NC0 randomness vs. non-uniformity

In Ajtai and Ben-Or. A theorem on probabilistic constant depth Computations. STOC '84, 1984 Ajtai and Ben-Or show a non-uniform derandomization of BPAC0. Is there a similar relation known for ...
8 votes
0 answers
360 views

Worst-case complexity of calculating homotopy groups of spheres

Is the best known worst-case running time for calculating the homotopy groups of spheres $\pi_n(S^k)$ bounded by a finite tower of exponentials? How high is a tower? Does $O(2^{2^{2^{2^{n+k}}}})$ ...
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 ...
1 vote
1 answer
119 views

Adding linear constraint to the domain

I don't know if it is a well-known problem, but I have been struggling to come up with an algorithm. I have a set of linear constraints $Ax\le b$, $b\ge 0$ ($b$ and $A$ are given, $x$ is a variable). ...
0 votes
0 answers
84 views

1-degree SOS proof refutes Linear Programming

I am trying to understand Sums-of-Squares proof systems. A degree $d$ Sums-of-Squares refutation for a set of polynomial equations $P = \{p_1(x) = 0, ..., p_m(x) = 0\}$ is defined as $\sum_{i=1}^m g_i(...
3 votes
1 answer
270 views

The number of $3$-CNF formulas in $n$-variables and the fraction of satisfiable ones

What is the number of $3$-CNF (conjunctive normal form) formulas with $n$ sentential variables and what is the fraction of satisfiable ones? I consider two formulas the same if they are syntactically ...
3 votes
1 answer
382 views

What is the name for algebras generated by elements, all of whose cubes vanish?

Given a ring $R$ with identity $1$, we can define the exterior algebra of order $k$ over $R$ to be the algebra over $R$, generated by elements $x_1, \dots, x_k$ satisfying $x_i^2 = 0$ for each index $...
1 vote
0 answers
96 views

On optimizing a multivariate quadratic function subject to certain conditions

The problem is to maximize $f(x_1,x_2,\cdots,x_n)=\sum\limits_{i=1}^{n}\Big(x_i-k_i\Big)^2$ for $n\ge 3$ subject to the conditions (1) $\sum\limits_{i=1}^{n}x_i=\sum\limits_{i=1}^{n}k_i\le n(n-1)$ ...
3 votes
0 answers
68 views

Does this information theoretical thought experiment have a name or corresponding area of research?

I came up with the following thought experiment in my research in order to better understand the way Turing machines can transfer information through their tapes (the motivation is detailed below, isn'...
1 vote
0 answers
335 views

Closed-form solution of a particular linear program

(Note: I asked a similar question at math.stackexchange but the present one is more precise.) I have a linear program of the form: $$\text{minimize} \space\space x_1 \space\space \text{subject to:}$$ $...
9 votes
2 answers
954 views

What theories are larger than the real closed field but still decidable?

It's well known that sentences about the real closed field can be decided by algorithm and the complexity of this is about $d^{2^{O(n)}}$ where $d$ is the product of the degrees of polynomials in the ...
5 votes
1 answer
461 views

Discrete log problem modified

Suppose one is given an odd prime $p$, a generator $g$ of $(\mathbb Z/p \mathbb Z)^*$ and two integers $a$ and $b$. Is there an efficient method to determine whether $\log_g a < \log_g b$? (Here we ...
0 votes
0 answers
122 views

Will an integer program to deterministically factor integers help derandomize $\mathbb F_q[x]$ factoring?

There are many analogies between the objects $\mathbb F_q[x]$ and $\mathbb Z$. Supposing there is a fixed (say $10^9$) dimension linear integer program (describable without any objective function) in ...
9 votes
4 answers
2k views

Computational complexity theoretic incompleteness: is that a thing?

Has anyone done research in an area that I have not heard of but that I want to call "Computational complexity theoretic incompleteness", which would mean not absolute incompleteness in the ...
1 vote
0 answers
70 views

Is this factorization problem in EXP?

Factorization is not known to have a polynomial time algorithm. Traditionally the input length is number of bits in representation of the integer to be factored. However now consider integers of form $...
1 vote
1 answer
169 views

Best projection on non-convex discrete set with two constraints

I want to compute the projection of a vector $\left( x\right) _{1\leq i,j\leq n}\in \lbrack 0,1]^{n\times n}$ on the following discrete set $$ S=\left\{ x\in \{0,1\}^{n\times n}:x_{i,j}+x_{j,i}\leq 1;\...
13 votes
1 answer
609 views

Can we compute the first $n$ digits of $\pi$ in $F(n)$ time?

I've seen various fast algorithms for computing the first few, or directly the $n$-th, digits of $\pi$. However, it seems to me that all these algorithms assume (see last sentence here) that there are ...
2 votes
1 answer
61 views

Counting the number of pair of d-uplets with upper bounded distance

Consider two d-uplets $u = (u_1,...,u_d)$ and $v = (v_1, ..., v_d)$ both living in $\mathbb{N}^d$ with $d$ a positive integer. They both verify $$(*) \sum_{i=1}^d u_i = \sum_{i=1}^d v_i = k$$ with $k$ ...
1 vote
0 answers
46 views

Computational hardness of a discrete generalized rectangle packing problem

I have a decision problem that is clearly in NP, but I cannot seem to prove that it is in P, nor can I prove its NP-hardness. I attribute this more to my inexperience than to the problem's difficulty (...
0 votes
1 answer
147 views

Is there a redundant constraint in linear programming? [closed]

From wikipedia: But... Why do we need the $x\ge 0$ part? We can instead do $-x\le 0$, and thus saving a line in the definition (which is not a big deal but nevertheless nice). (In order to do that, ...
13 votes
2 answers
1k views

What is known in general about the liquid transfer problem?

In several puzzle books, I have seen the following kind of a problem: there are several containers that can hold up to certain amounts of liquid (these liquids are assumed to be infinitely divisible). ...
0 votes
0 answers
272 views

Finding the eigenvectors of a submatrix

Let $A=(a_{kl})$ be a matrix in $M_n(\mathbb{R})$ when $n$ is even. Let $B=(b_{kl})$ be the symmetric $2n$ by $2n$ matrix whose entries are given by, $b_{k,l}=a_{kl}$ if $1\leq k,l\leq n$. $b_{n+k,l}=...
15 votes
2 answers
2k views

How did the Baker-Gill-Solovay paper come to be?

How did the Baker-Gill-Solovay paper come to be? Why were those three people talking together about "Relativizations of the $P=?NP$" question, and what was their collaboration like for the ...
1 vote
0 answers
47 views

Nash Equilibria change linearly in (some) game parameters. Already known / follows from a more general result?

EDIT: The key thing that I am wondering about is the linearity of the P2 strategy, not the constancy of P1. (The latter is straightforward.) Question: Is the following result already known? Or is it a ...
0 votes
1 answer
82 views

Combining Dantzig-Wolfe and Benders decomposition

I'm now solving an LP that has a few coupling rows (as in Dantzig-Wolfe decomposition) and a few coupling columns (as in Benders decomposition) simultaneously; other rows and columns are block-angular....
2 votes
3 answers
10k views

Worst known algorithm in terms of Big-O (more precisely Big-theta)?

Hello, I have been trying to find the worst algorithm in terms of it's Big-O function. By worst I mean n! is worse than n^2, n^n is worse than n!, etc. Essentially the worst algorithm would be the ...
9 votes
2 answers
2k views

Why do almost all points in the unit interval have Kolmogorov complexity 1?

Re-posted from math.stackexchange as I did not get any answers there. I am reading Jin-yi Cai, Juris Hartmanis, On Hausdorff and topological dimensions of the Kolmogorov complexity of the real line, ...
3 votes
1 answer
343 views

How to find the maximum of a sum of squares of sums?

Is there any better than a brute force method for finding the maximum $$\max\limits_{ (d_{1},\dots,d_{n}) \in \mathbb Z_{m}^{n}} \sum_{j=0}^{m-1} \left(\sum_{i=1}^{n}v_{i,(j+d_{i})\bmod m}\right)^{2}$$...
5 votes
2 answers
310 views

Is it still not known whether the construction of shortest nonzero vector of a lattice w.r.t. $l^2$-norm is NP-hard?

It was shown in P. van Emde Boas, Another NP-complete partition problem and the complexity of computing short vectors in a lattice that the construction of a shortest nonzero vector of a Euclidean ...
0 votes
1 answer
405 views

Computing discrete optimal transport

I am trying to find a combinatorial approach to solve the following optimization problem. \begin{align} &\max_{x_{ij}} C_{ij} x_{ij}, \\ &\text{such that},\\ &\sum_{j} x_{ij} \leq r_i~\...
2 votes
1 answer
209 views

Computational complexity and commuting functions, examples and conjectures

History of the question. I was proposing a conjecture here, called Prop. 1. Fedor Pakhomov showed a counter-example. Here I am proposing a slightly weaker version of the conjecture, Prop. 2, that ...
8 votes
1 answer
225 views

Computational complexity and commuting functions

EDIT: in this question, I was proposing a conjecture, Prop. 1. Fedor Pakhomov showed a counter-example. In this new question I propose a slightly weaker conjecture that holds even for that example and ...
13 votes
1 answer
2k views

The hardness of computing inverse

Say we have a one-to-one (total) function $f:\mathbb{N}\to\mathbb{N}$ and a Turing-machine $T_f$ that computes it. Suppose further that $T_f$ runs in polynomial time wrt. length of the input. Are ...
0 votes
1 answer
36 views

Benefit of adding a trivial constraint to ILPs

let ILP be an integer linear program with constraints-matrix $\boldsymbol{\mathrm{M}}\in\mathbb{Z}^{m\times n}$ and cost vector $\boldsymbol{\mathrm{c}}\in\mathbb{Z}^n$, ${\boldsymbol{\mathrm{x}}^*}\...
0 votes
1 answer
93 views

How quickly can this IQP or its MILP relaxation be solved

Let $A\in\{0,1\}^{(n,n)}$ be a $n$ by $n$ boolean matrix (in particular think of an adjacency matrix of a graph), and consider the following optimization problem: $$\begin{align*}&&\max_{P\in\{...
0 votes
0 answers
94 views

Boolean operation on n dimensional polyhedron

A polyhedron in $R^n$ is defined by a set of half-planes: $P = \{x \in R^n \mid Ax - b \le 0\}$. Given a set of polyhedra in $R^n$, $ P_1, P_2, \dotsc, P_k$, is there an algorithm/implementation that ...
1 vote
0 answers
121 views

Frog game on tree graphs is in NP but not in P (NP-complete)?

Problem We can restrict ourselves to tree graphs. What is the complexity of the following problem? Let $G$ be simple connected graph with vertices in $V$, edges in $E$, and a vertex weighted function $...
11 votes
1 answer
710 views

Determining whether a lattice is the face lattice of a polytope - NP hard or undecidable?

According to this source (p. 10), determining whether a simplicial complex is a simplicial sphere (the sphere recognition problem) is undecidable. According to this source, determining whether a ...
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 ...
0 votes
0 answers
185 views

Future of complexity classes in case NP=P

The P=NP question is still unresolved and there is no hope that the situation will ever change. Assume now the hypothetic situation that P=NP had been confirmed: Questions: what will become of the ...
2 votes
0 answers
201 views

On GCD and lattice reduction

$LLL$ algorithm is vectorized version of Euclidean algorithm for $GCD$. Even the $m=2$ case known to Lagrange and Gauss does not have an $NC$ algorithm for shortest vector. If $GCD$ is in $NC$ and in ...
4 votes
0 answers
137 views

Lattice reduction of basis with non-integer coefficients

Suppose I have an ordered basis $\{b_1, \dots, b_n\}$ of a lattice in $\mathbb{R}^n$, but I do not assume that $b_i \in \mathbb{Z}^n$ for all $1 \leq i \leq n$. I would like to perform lattice ...

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