# Questions tagged [time-complexity]

Time complexity of decision problems or relations among time-bounded complexity classes. (Use [tag:analysis-of-algorithms] for the time taken by particular algorithms.)

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### Reduction from SAT to binary matrix subset problem

I'm trying to understand the answer by @Denis on this question, where he showed a way to reduce from SAT to the binary matrix column subset selection problem. The reason I'm having to post a new ...
294 views

### Are space and time hierarchies even comparable?

I am wondering if there are any results to what extent the space and time hierarchies "disagree" on which problem is harder. For example, is it known whether there are languages $L_1$ and $L_2$ such ...
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### Reference Request: complexity results on finding $(1+\epsilon) \log n$ size clique in $G(n,1/2)$

I am trying to find results on the best known time complexity for finding $(1+\epsilon) \log n$ sized cliques in $G(n,1/2)$. More general results would be great, i.e. if $C_p$ is the constant such ...
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### polylogarithmic space [closed]

I apologize if this is a silly question, but could someone tell me whether the class polyL (polylogarithmic space) is equal to the class ATIME(polylog)? If so, where can I find a reference to this or ...
305 views

### Does $∩_{ε>0} \mathrm{DTIME}(O(n^{2+ε})) = \mathrm{DTIME}(n^{2+o(1)})$?

I expect the answer is no, but I could not actually construct a counterexample. The difference is that in $∩_{ε>0} \mathrm{DTIME}(O(n^{2+ε}))$, we might not be able to pick an $O(n^{2+ε})$ ...
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### Time complexity of polynomial regression with random coefficients

Suppose that I have $$\lim_{k,l,m \rightarrow \infty}(f(x,l) ~~=~~ \sum_{n=1}^{m} g(a_{n,k})h(x,n)$$ where the $a_{n,k}$ are pseudo-random real numbers with $k$ digits generated in an arbitrary way, ...
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### Do we know some quasi-polynomial problem that is known to not be in NP?

The title pretty much says it all, but to explain how I got there: I think, that one of the reasons we are unable to prove or disprove , but mainly disprove $P=NP$ (and yes, I was provoked by the ...
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### Small universal monotone Turing machines

This paper surveys small universal Turing machines. What are some examples of small universal monotone Turing machines, as described by Schmidhuber? Which of these are efficient (polynomial time) ...
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### ${\bf NP} \not = {\bf E}$ and ${\bf PSPACE} \not = {\bf E}$

We know that ${\bf NP} \subseteq {\bf PH} \subseteq {\bf PSPACE}$. We also know that ${\bf E} \subset {\bf EXP}$, where ${\bf E} = \cup_c DTIME[2^{cn}]$ and ${\bf EXP} = \cup_c DTIME[2^{n^c}]$. It ...
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### How does communication complexity relate to time complexity in distributed algorithms?

Some distributed algorithms (e.g. Bracha broadcast) runs in a constant number of rounds. I'm interested on how you'd analyse the time complexity of such algorithm, especially when the message size ...
83 views

### Complexity status of restricted k-clique [closed]

Restricted $k$-clique: Input: $(G,v,k)$ where $v$ is vertex in $V$ Output: k-clique containing vertex $v$. What is the space and time complexity status of this Restricted $k$-clique problem? Is ...
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### Comparing two products of lists of integers?

Suppose I have two lists of positive integers of bounded manitude, and I take the product of all elements of each list. What's the best way to determine which product is larger? Of course I can ...
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### Maximal non-reducible vertex cover of a graph

Let $G=(V,E)$ be a graph (i.e. an undirected simple finite graph). We say that a vertex cover $V'$ of $G$ is non-reducible if any $V''$ with $V''\subsetneq V'$ is not a vertex cover of $G$. We say ...
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### “Almost sorting” integers in linear time

I am interested in sorting an array of positive integer values $L = v_1, \ldots, v_n$ in linear time (in the RAM model with uniform cost measure, i.e., integers can have up to logarithmic size but ...
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### Looking for an easy/pedantic exposition of Renegar's famous result on polynomial optimization

In September $1989$, Renegar had this famous sequence of 3 papers titled, "On the Computational Complexity and Geometry of the First-order Theory of the Reals, Part I/II/III". I was wondering if ...
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### What is the time complexity of computing a Fibonacci number of at least n?

This is not the same as that classic time complexity problem about Fibonacci numbers your professor taught you in school. (That one asked for the time complexity of the nth Fibonacci number; I'd like ...
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### questions on implications Babais quasi P time graph isomorphism result

Babai has reputedly repaired his proof of graph isomorphism in quasipolynomial time. the proof hinges crucially on Johnson graphs. based on the proof, does this mean now that if Johnson ...
517 views

### 2-NEXPTIME-complete problems

We have a problem and we found an algorithm that appear to be 2-nexptime. I would like to find known 2-nexptime-complete problems in order to find a lower bound. I found in literature mainly two ...
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### Implications of an $\tilde{O}(n^{1.5})$ 3XORSUM algorithm

Assume one had a (randomised or deterministic) algorithm with asymptotic complexity $\tilde{O}(n^{1.5})$ for the problem of finding $x,y,z\in L$ where $L$ is a list with $n$ binary vectors of ...
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### 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 ...
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### Succinct complete problems in DTIME(EXP(EXP(…)))

I understand complete problems for $EXPTIME$ or $NEXPTIME$ formulated as succinct instances of e.g. $NP$-complete problems such as $3-SAT$. On input $x$, one efficiently computes a circuit $R(x)$ such ...
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### Fastest Algorithm for the Minimum Edge Covering Problem

Given an undirected weighted graph, G, where all the weights are non-zero positive numbers, my algorithm must produce a sub-graph G' that satisfies the following constraints: G' must include all the ...
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### Definition of near-linear algorithm

There are quite a lot papers describing near-linear algorithms. They are usually iterative, with linear complexity of one iteration. Others have $O(n\log^k n)$ time compexity. I'm failed to find a ...
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### Testing for satisfiability of a system of linear equations over GF(2)

Consider a system linear equations in $x$, $Ax =b$, where A is an $n\times n$ matrix, and $b$ is a column vector, and all operations are over $GF(2)$. Is it easier to check satisfiability of the ...
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### Complexity of #SAT for monotone DNF formulae whose hypergraph is a hypertree

A monotone DNF on variables $x_1, \ldots, x_n$ is a disjunction of clauses, each clause being a conjunction of some of the $x_1, \ldots, x_n$. The #SAT problem asks, given a monotone DNF $\Phi$, how ...
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### Are there more polynomial time problems with complexity lower bounds?

I'm looking for more problems in $P$ with classical time complexity lower bounds. Some people might wonder how you could prove such a lower bound. See below. Exponential Lower Bounds: Claim: If ...
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### Is there a non-deterministic linear time algorithm for CNF-SAT?

The decision problem CNF-SAT can be described as follows: Input: A boolean formula $\phi$ in conjunctive normal form. Question: Does there exist a variable assignment that satisfies $\phi$? I'm ...
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### Nontrivial problems solvable in constant time?

Constant time is the absolute low end of time complexity. One may wonder: is there anything nontrivial that can be computed in constant time? If we stick to the Turing machine model, then not much can ...
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### Time complexity with irrational exponent?

Is there any natural problem in P for which the best known running time bound is of the form $O(n^\alpha)$, where $\alpha$ is an irrational constant?
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### Complexity of QBF with Restrictions on Models [closed]

Do you know the complexity of the following decision problem? Given a quantified boolean formula (QBF) $\phi$ with $2n$ free variables with $n\in\mathbb{N}$. Is there a satisfying assignment s.t. ...