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Questions tagged [upper-bounds]

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51 votes
9 answers
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Best Upper Bounds on SAT

In another thread, Joe Fitzsimons asked about "the best current lower bounds on 3SAT." I'd like to go the other way: What's the best current upper bounds on 3SAT? In other words, what is the time ...
Sadeq Dousti's user avatar
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42 votes
3 answers
2k views

A fixed-depth characterization of $TC^0$? $NC^1$?

This is a question about circuit complexity. (Definitions are at the bottom.) Yao and Beigel-Tarui showed that every $ACC^0$ circuit family of size $s$ has an equivalent circuit family of size $s^{...
Ryan Williams's user avatar
24 votes
1 answer
2k views

What's the expressive power of Simply Typed Lambda calculus?

The standard approach to simply typed lambda calculus considers computations over Church numerals. If input and outputs are Church numerals always typed as $Int$, where $Int = (\tau \rightarrow \tau) ...
Mycol's user avatar
  • 401
21 votes
2 answers
1k views

Can addition be carried out in less than depth 5?

Using carry look ahead algorithm we can compute addition using a polynomial size depth 5 (or 4?) $AC^0$ circuit family. Is it possible to reduce the depth? Can we compute the addition of two binary ...
Anonymous's user avatar
  • 4,041
19 votes
1 answer
2k views

What are the limits of computation in this universe?

I understand that Turing completeness requires unbounded memory and unbounded time. However there is a finite amount of atoms in this universe, thus making memory bounded. For example even though $\pi$...
Good Person's user avatar
15 votes
2 answers
1k views

How large a treewidth can a tree plus half the edges have?

Let G be a tree on 2n vertices. The treewidth of G, tw(G) = 1. Now suppose we add n edges to G to get a graph H. An easy upper bound on tw(H) is n + 1. Is this essentially the best possible? It ...
gphilip's user avatar
  • 1,404
14 votes
2 answers
530 views

OR-circuit complexity of a dense linear operator

Consider the following simple monotone circuit model: each gate is just a binary OR. What is the complexity of a function $f(x)=Ax$ where $A$ is a Boolean $n \times n$ matrix with $O(n)$ 0's? Can it ...
Alexander S. Kulikov's user avatar
14 votes
0 answers
210 views

The best known upper bound for two-way probabilistic finite automata with one-counter

It is known that the class of languages recognized by two-way deterministic finite automata with one-counter (2D1CAs) is a proper subset of $ \mathsf{L} $ (deterministic log-space): A 2D1CA can run at ...
Abuzer Yakaryilmaz's user avatar
13 votes
2 answers
969 views

What is the proof of this nonstandard version of Azuma's inequality?

In Appendix B of Boosting and Differential Privacy by Dwork et al., the authors state the following result without proof and refer to it as Azuma's inequality: Let $C_1, \dots, C_k$ be real-valued ...
William Hoza's user avatar
  • 1,753
12 votes
0 answers
648 views

Known upper bounds on the communication complexity of Karchmer-Wigderson games

In 1988 Karchmer and Wigderson established a nice characterization of the circuit depth $d$ (DeMorgan circuits) of a Boolean function $f \colon \{0,1\}^n\rightarrow\{0,1\}$: $d$ is exactly the number ...
Alex Golovnev's user avatar
11 votes
2 answers
841 views

Are quasi-polynomial sized circuits for 3-SAT trivial?

Suppose we consider 3-SAT with $v$ variables and $c$ clauses. I am researching a method that appears to take $O(v^{2+\log c})$ time/space to solve any SAT problem fitting this description, to within ...
Matt Groff's user avatar
  • 2,110
11 votes
1 answer
1k views

What are the current best known upper and lower bounds on the (un)satisfiability threshold for random k-sat and/or 3-sat?

I would like to know the current state of the phase transition for random k-sat, given n variables and m clauses, what is the best known c=m/n for upper and lower bounds.
Tayfun Pay's user avatar
  • 2,628
10 votes
2 answers
2k views

Is Almost-2-SAT NP-hard?

Is a CNF SAT problem NP hard when the total number (but not the width) of the 3-or-more-term clauses is bounded above by a constant? What about specifically when there's only one such clause?
dspyz's user avatar
  • 916
9 votes
2 answers
230 views

Exact complexity of a problem in $\cap_{m \geq 2}\mathsf{AC}^0[m]$

Let $x_i \in \{-1,0,+1\}$ for $i \in \{1,\ldots,n\}$, with the promise that $x = \sum_{i=1}^n{x_i} \in \{0,1\}$ (where the sum is over $\mathbb{Z}$). Then what is the complexity of determining if $x = ...
SamiD's user avatar
  • 2,327
8 votes
1 answer
1k views

Probability of two vertices being connected by some path in a random directed graph

Define $G(n, p)$ as a random directed graph ($n$ vertices; we put edge between two vertices with probability $p$). What are the known results for the following problem: Fix two vertices $v$ and $u$...
Daniel's user avatar
  • 749
8 votes
0 answers
366 views

Upper Bound on Number of $n \times n$ Boolean matrices of Boolean rank at most $k$

An $n \times n$ Boolean matrix $B$ has Boolean rank $k$ if there exist matrices $L \in \{0,1\}^{n \times k}$ and $R \in \{0,1\}^{k \times n}$, s.t. $B = L \circ R$. Here $\circ$ denotes the Boolean ...
tranisstor's user avatar
7 votes
4 answers
1k views

What are the best known upper bounds and lower bounds for computing O(log n)-Clique?

Input: a graph with n nodes, Output: A clique of size $O(\log n)$, Providing links to references would be great
Mohammad Al-Turkistany's user avatar
7 votes
2 answers
460 views

What are the current best upper bounds of #P?

#P is the class of counting problems for problems in NP. In other words, a solution to #P returns the number of solutions to a particular problem in NP. I'm wondering if there have been any studies ...
Matt Groff's user avatar
  • 2,110
7 votes
2 answers
518 views

What bound can we get using $k$-th moment inequality under 3-wise independence?

Let $X_1,\dots, X_n$ be 0-1 random variables, which are $3$-wise independent. We want to give a upper bound to $\Pr(|\Sigma_iX_i-\mu|\geq t)$. Can we get better bound than $\Theta\left(\frac{1}t\right)...
Amos's user avatar
  • 201
7 votes
2 answers
305 views

Is there an Upper Bound on Number of Redundant Clauses in a satisfiable $3-SAT$?

For a non-empty $3-SAT$ with $n\geq3$ variables and $T\geq1$ non-identical non-degenerate clauses $C_i$: $$S=C_1 \wedge \ldots \wedge C_T$$ where a non-degenerate clause is one containing $3$ unique ...
Craig's user avatar
  • 181
7 votes
1 answer
113 views

How quickly can we perform base extension in a residue number system?

Thinking about residue number systems, one major operation is to extend the set of primes that a given value is modulated by, also known as base extension. For instance, a given number $N$ can be ...
Matt Groff's user avatar
  • 2,110
7 votes
0 answers
157 views

What's the upper bounds for #3-SAT circuits?

We have, from this thread on 3-SAT upper bounds, and this answer on #P that the current best upper bounds for 3-SAT is faster than $O(1.31)^n$, and approximately $O(1.64^n)$ for #3-SAT. Can we do ...
Matt Groff's user avatar
  • 2,110
6 votes
2 answers
2k views

Number of edges in $K_4$-free graphs

What can be the upper bound on the number of edges in a graph of $n$ vertices such that the graph does not have $K_4$ as a minor? Is there some relevant paper/book that I can look into it or it would ...
singhsumit's user avatar
6 votes
1 answer
407 views

Big-O bounds on the k-th largest element of iid Gaussians

I'm interested in the following problem. Let $X_1, \dots, X_n$ be iid samples with a $N(0,1)$ distribution. Let $X_{[k]}$ be the $k$-th largest element of $\{X_1, \dots, X_n\}$, so e.g. $X_{[1]} = \...
Uthsav Chitra's user avatar
6 votes
1 answer
326 views

Best SAT upper bounds based on number of clauses

What's the best upper bounds based on number of clauses? In this question shown fastest algorithms for SAT, but there bounds depends from number of variables ( $O(const^n)$ where n is number of ...
Alexey Kholodkov's user avatar
6 votes
1 answer
457 views

Do we know a specific $L_{ZFC}$ such that $K(s) \ge L_{ZFC}$ is unprovable in ZFC for all strings $s$?

Chaitin's incompleteness theorem states for any formal system $F$ (which satisfies various criteria), there is a $L$ such that for any $s$ the statement $$K(s) \ge L_F$$ is unprovable in that formal ...
Christopher King's user avatar
6 votes
1 answer
261 views

Best upper bound on rate for q-ary codes

Among the many upper bounds for families of codes in $\mathbb F _2 ^n$, the best known bound is the one by McEliece, Rodemich, Rumsey and Welch (derived through a linear programming relaxation ...
Brazen's user avatar
  • 61
6 votes
1 answer
191 views

Bounds on the size of NFA for $r$-skip $k$-distinct language

This question is about an extension of a language discussed in this question. We define the $r$-skip $k$-distinct language as follows: $$L_{r,k}=\{\sigma_1\sigma_2\cdots \sigma_{rk}\in\Sigma^{rk} | \...
R B's user avatar
  • 9,488
5 votes
2 answers
466 views

Bit complexity of integer factorization?

Integer Factorization problem: Given integers $N, M$, find an integer $d< M < N$ that divides $N$. Is it easier to find the value of a single bit? This problem is at least as hard as integer ...
Mohammad Al-Turkistany's user avatar
5 votes
1 answer
507 views

What is the running time of taking a limit?

I'm interested in finding the running time(s) for determining mathematical limits. For instance, $\lim_{x \to 2} \frac{1}{x} = \frac{1}{2}$. I'd like to know more about algorithms for determining ...
Matt Groff's user avatar
  • 2,110
5 votes
1 answer
242 views

Upper bound on the expected number of correct bits via a "lossy compression"

Consider the following "compression problem" for a pair $(C,D)$ of algorithms: $C$ receives a uniformly random $x \in \{0,1\}^n$ and outputs a smaller bit string $y \in \{0,1\}^s$. Algorithm ...
Marcel Dall'Agnol's user avatar
5 votes
0 answers
373 views

Strongly edge-guarding a 3d triangulation

Let $T$ be a planar triangulation. It is known that one can guard the faces of $T$ using at most $\lfloor n/3 \rfloor$ edge-guards (Worst-case-optimal algorithms for guarding planar graphs and ...
user avatar
4 votes
0 answers
114 views

Strong data-processing inequality: bound $TV(T_{\#}P_0,T_{\#}P_1)$ if $\|T(x)-x\|_\infty \le \varepsilon;\forall x \in \mathbb R^p$

Disclaimer. I've moved this question from MO hoping that here is the right venue. Also, this is my first post on this channel, so please have some patience. So, Iet $X = (X,d)$ be a Polish space, ...
dohmatob's user avatar
  • 291
4 votes
0 answers
130 views

Deciding transitivity of a directed acyclic graph [duplicate]

Is there any algorithm that decides whether a given directed acyclic graph is transitive or not, in time-complexity asymptotically better than boolean matrix multiplication?
ekayaaslan's user avatar
3 votes
2 answers
249 views

computing maximal bit density over a FSM

let $L$ be a regular language defined by a FSM over binary symbols $\{0,1\}$. consider a function $f(x)$ on words/ strings that computes "bit density", defined as the number of $1$'s in a word ("...
vzn's user avatar
  • 11.1k
3 votes
1 answer
764 views

Subset Sum bounds

Are there any bounds for the subset problem with respect to the number of the terms involved in the sum and the range of the possible values?For example looking for some 2 terms whose sum equals 3 you ...
curious's user avatar
  • 173
3 votes
1 answer
158 views

Number of different longest common substrings

Given an alphabet $\Sigma$ of size $k$ and two strings $w_1,w_2\in \Sigma^n$ of length $n$. The longest common substring problem asks for a longest string in the set $A(w_1,w_2)$ of all common ...
Danny's user avatar
  • 500
3 votes
1 answer
189 views

Upperbound on cardinality of product of two string sets at pairwise Hamming distance $> 1$

I am considering products $U\times V$ of subsets $U, V\subset \{0, 1\}^p$ with a pairwise Hamming distance greater than 1 : $\forall uv\in U\times V, D(u,v) \geq 2$. Given $p$, I am looking for a ...
babou's user avatar
  • 1,542
3 votes
0 answers
29 views

Bound on line with minimum zone complexity in a line arrangement

In an arrangement of $n$ (pseudo)lines, the well known Zone Theorem gives a $O(n)$ bound on the complexity of the zone of any given line (for the purpose of this question, the complexity of the zone ...
Tassle's user avatar
  • 881
3 votes
0 answers
223 views

Fast way of getting a matrix of sums

We are given an array of variables $A$, along with a matrix $M$. The elements of the matrix $M$ are composed of sums of the variables in $A$. We are allowed to pre-process $A$ in order to find a ...
Matt Groff's user avatar
  • 2,110
3 votes
1 answer
122 views

Is there an established name for this kind of upper bound?

Assume for some algorithmic problem it holds that, for each $\epsilon>0$, there is some algorithm that needs space at most $O(n^\epsilon)$. Is there an established name for this kind of bound? I'd ...
Thomas S's user avatar
  • 1,417
2 votes
1 answer
115 views

Upper bound to number of closed itemsets

Given a set $I$ of $n$ items, and a collection $D$ of $m<2^n$ subsets of $I$, a closed itemset is a subset $A$ of $I$ that is contained in strictly more elements of $D$ than any of its proper ...
Matteo's user avatar
  • 569
2 votes
1 answer
160 views

Is the center of a BFS tree a good approximation of the graphs center?

Given a graph $G=(V,E)$, a center is a vertex $v\in V$ with minimal eccentricity (i.e., $v\in\text{argmin}_v\max_u d(u,v)$). Finding the center of the graph can easily be done using all-pairs-shortest-...
Eli's user avatar
  • 21
2 votes
1 answer
125 views

References on generalization bounds

I'm looking for references (books, papers, lecture notes etc) on generalization bounds and their proofs. Specifically, I'm looking to fully understand the technique of defining a hypothesis class (or ...
LYH's user avatar
  • 63
2 votes
1 answer
79 views

Upper Bound for distance-two chromatic number in terms of maximum degree

Let us consider simple,finite, undirected graphs. A distance-two colouring of a graph $G$ is a function $f:V(G)\to\{1,2,\dots\}$ such that $f(u)\neq f(v)$ whenever $dist_G(u,v)\leq 2$. A distance-two ...
Cyriac Antony's user avatar
2 votes
1 answer
124 views

Upper bound on the size of a Concept Lattice (Galois Lattice)?

A context is a tuple $(O, A, R)$ where $O$ is the set of objects, $A$ the set of attributes and $R \subseteq O\times A$ is a relation. For $o \in O$ and $a \in A$ we read $oRa$ as the object $o$ ...
Luz's user avatar
  • 427
2 votes
1 answer
192 views

Probability of random variable $X$ less than $max(Y_i)$

For $\lambda > \mu$, consider independent random variables (i) $X \sim Pois(\mu)$ and (ii) $Y_i \sim Pois(\lambda),\;i\in{1,2}$. Question : Can we upper-bound the following? $$\mathbb{P}\big(X\...
Vivek Bagaria's user avatar
2 votes
0 answers
128 views

Explicit Formula of Delsarte's Linear Programming Upper Bound for $A_q(n,3)$

The problem of giving an explicit formula for $A_q(n,d)$ is sometimes referred to as "the main problem in coding theory." The value of $A_q(n,d)$ is given by the maximum number of codewords in a q-ary ...
Max Hopkins's user avatar
2 votes
0 answers
1k views

Is there a better than brute-force solution to the shortest simple path problem?

Given as input graph which can possibly contain negative weight cycles, we can still ask for the weight of the shortest simple path between two vertices (i.e., a path that does not visit any vertex ...
Benno's user avatar
  • 121
2 votes
0 answers
225 views

Circuit complexity lower bounds and uniformity

I have troubles to understand how lower bounds w.r.t. circuit complexity and upper bounds w.r.t. uniform machine models can be used to show completeness results. For example, the word problem for ...
Veto's user avatar
  • 31