# Questions tagged [complexity-classes]

Questions about relationships between complexity classes.

341 questions
Filter by
Sorted by
Tagged with
50 views

### Comparing asymptotic running time of two algorithms $\sqrt n$ and $2^{\sqrt{\log _{2}n}}$

Given two algorithms with their time-complexity $t_a(n)=\sqrt{n}$ and $t_b(n) = 2^{\sqrt{\log _{2}n}}$ and i have to show $t_b(n) = O(t_a(n))$. I´ve made a program to check this statement and it ...
20 views

### Proof by padding: $\textsf{TIME}(t_1(n)) = \textsf{TIME}(t_2(n)) \implies \textsf{TIME}(t_1(f(n))) = \textsf{TIME}(t_2(f(n)))$

I've been given the task of proving the statement in the title, which I found out it should be called the translational lemma by means of a padding argument; $f$, $t_1$ and $t_2$ are three ...
54 views

### Proving a pattern exist in a string without revealing where

Some time ago i read the following problem (i don't remember the article from which i read it from) : "Suppose you are given a picture where the goal is to find waldo (from the game where is waldo), ...
28 views

### how to proof ${ NPC \bigcap CO-NPC \ne \varnothing then NP = P ? }$

how proof ${\ \ NPC \ \ \bigcap \ \ CO-NPC \ne \varnothing }$ then ${NP = P ? }$
44 views

### Assume that NP = DTIME(2^sqrt(n)), prove that DTIME(2^sqrt(n)) = DTIME(2^n)

I tried using the padding argument to prove such a thing (as it appeared in Arora's book), but I am not sure how this technique will help me here. I am trying to get to a contradiction to the Time ...
32 views

### Complexity problem reduction?

Let say A and B are two decesion problems where A $\le$ B polinomial reduction is true. Is this : A̅ $\le$ B̅ also true? If so, can you show an exemple, if not why?
76 views

### Does $P/O(1)$ equal to $P$ if solver needs to consider smaller inputs?

Suppose that $F$ is a problem such that for every $n$, there is a program of length $O(1)$, running in polynomial time to $n$, that solves $F$ correctly on all instances of size less than $n$. Can $F$ ...
99 views

### Grover's algorithm on probabilistic classical machines

As a starting point for this question, I came across this question, which AIUI is citing a construction showing how to simulate quantum circuits with a $PP$ algorithm, i.e. implying quantum ...
30 views

### A heuristic for finding an edge cycle cover

I am looking to find a minimum list of cycles in a graph such that their union gives the list of all simple cycles in this graph. In the example below, here are 4 simple undirected cycles: 1-2-3, 2-3-...
32 views

### Approximate algorithms for class P problems

As a part of my Algorithm course we studied Approximate Algorithms for NP-complete or NP-hard problems, e.g. "set cover", "vertex cover", "load balancing", etc. My professor asked us as an extra ...
27 views

### Cook Levin Theorem (Sipser Proof) (phi move)

In Sipser's proof of the cook levin Theorem the move function (phi move) checks whether a given window is legal. For that we must have an exhaustive set of all possible legal windows to verify that a ...
32 views

### Why is $DSPACE(\log(n)) = NSPACE(\log(n))$ not known?

Here $DSPACE(\log(n))$ is the family of algorithms for which there exists a deterministic Turing machine using $O(\log(n))$ space. On the other hand $NSPACE(\log(n))$ is the family of algorithms for ...
45 views

### If a sparse language is NP complete, then are all languages in NP in P/poly?

If a Sparse Language is NP complete, then are all languages in NP in P/poly? I know that sparse languages are in P/poly, but does a polynomial time reduction give an addition to the circuit that is ...
69 views

### If a sparse language is NP-complete then are all NP languages sparse?

If a Sparse Language is NP-complete then are all NP languages sparse? We say a language is sparse if $\forall n \in \mathbb{N}, |L \cap \{ 0,1 \} ^{n}| \leq p(n)$, for some polynomial $p(n)$?
67 views

### {0,1}* ∈ P class?

I have the following question about complexity time classes. Given the language $L = \{0,1\}^*$, is it inside the class P or not? $$L = \{0,1\}^∗ ∈ P?$$
48 views

### If an NP complete problem 'A' is polynomial time reducible to another problem 'B' does that imply 'B' is also NP complete?

The following question was asked on a quiz: Let S be an NP-complete problem, and Q and R be two other problems (that we don't know much about). If we now know that Q is polynomial time reducible (i....
52 views

### Why log-space reduction is used for NL-completeness while PSPACE reduction isn't used for PSPACE completeness?

NL-Complete languages are defined by Log-space reduction, while PSPACE complete languages are defined by poly-time many-to-one reduction. According to these posts : Why not polynomial-space ...
118 views

### Reducing from NPC to Co-NPC => NP = Co-NP?

In my lecture we learned: If X is NPC and X in Co-NP => NP = Co-NP Would it be enough to prove NP = Co-NP if I reduce a ...
97 views

### Is there a polynomial-time algorithm to minimize regular expressions without Kleene closures/stars?

I have read that minimizing regular expressions is, in general, PSPACE-complete. Is it known whether minimizing regular expressions without the Kleene closure (star, asterisk) is in P? The language ...
240 views

### Is DISCRETE LOG a NP hard problem?

In cryptography there are two problems which are part of the foundation of modern public key cryptography. Both of them can be solved in polynomial time on quantum computers. I am talking about: FACT ...
103 views

### Big-O Notation and Calculus?

I was wondering if there are any calculus relationships implicit in Big-O notation. For example, an algorithm linear according to Big-O notation reduces the size of the problem by a constant amount ...
76 views

### Does EXP^EXP = EXP? [duplicate]

Does $\mathrm{EXP}^\mathrm{EXP}=\mathrm{EXP}$? Here is my thought: $\mathrm{EXP}$ machine can ask $2^{O(n)}$ queries to the oracle, and each oracle would itself solve an exponential time problem in a ...
21 views

### Which is harder, an NP-complete problem or the Raz-Tal oracle problem?

This is a (hopefully) sharper version of a question that I asked previously. Which of these algorithms is believed to have a longer asymptotic runtime? The optimal algorithm guaranteed to solve some ...
14 views

### Do relativized relations between complexity classes tell us anything about the nonrelativized relation?

The existence of relativized relations between complexity classes seems to often be treated as "circumstantial" evidence about the "true" or "real-world" (i.e. nonrelativized) relation between the ...
76 views

### Proving that $NPSPACE\subseteq PSPACE$ using the proof of Savitch's Theorem

We were shown a proof of $NPSPACE\subseteq PSPACE$ in class. In short, the proof says: Let $L\in NPSPACE$. Then there exists a non-deterministic polynomial space bounded Turing machine $M$ that ...
36 views

### Complexity of K-Colorful Coloring Problem for a Hypergraph

I searched a lot trying to find a reference for the complexity of K-colorful coloring problem for a hypergraph but I cannot find it. Please if anyone has a reference for the complexity of the problem ...
18 views

### $P$ with $SAT[k]$ and $NP[k]$ oracles?

We know $coNP$ is in $P^{NP}$ and so does $coNP$ in $P^{NP}$ and $P^{SAT}$ hold? Is there a difference between $P^{SAT[k]}$ and $P^{NP[k]}$ at any $k\geq0$?
43 views

### Intersection of decision problems?

Say we have two problems $\Pi_1\in NP$ and $\Pi_2\in coNP$. Where does $\Pi_1\cap\Pi_2$ live?
44 views

52 views

25 views

### Changing probabilities to 0/1 in definition of class IP

A language $L$ belongs to $\mathbf{IP}$ if there exists $V,P$ such that for all $Q$, $w$, $$w\in L\Rightarrow Pr[V\leftrightarrow P\text{ accepts }w]\geq2/3$$ w\notin L\Rightarrow Pr[V\...
106 views

### If NP is a subset of DTIME[n^O(log n)] then what happens?

If $\mathsf{NP}\subseteq \mathsf{DTIME}[n^{O(\log n)}]$ then what happens? Does it imply $\mathsf{NP}\neq \mathsf{EXP}$? Is there any other consequences such as $\mathsf{BPP}\neq \mathsf{EXP}$? Does ...
40 views

### Reduction of complement from complexity class co-np and p

Let P $\neq$ NP. D is in the complexity class co-NP. B is in the complexity class P. Let $\bar{D}$ be the complement of D, then $\bar{D}$ $\leq _ {p}$ B. Is this statement true or false? My ...
40 views

### Show: “Checking no solution for system of linear equations with integer variables and coefficients” $\in \mathbf{NP}$

I've been struggling for a while trying to solve this problem: Show that the following problem is in $\mathbf{NP}$: Check that a system of linear equations with $m$ integer variables and integer ...
60 views

### Proof of proposition between Precise Turing Machine and Proper Complexity function

In "Computational Complexity" textbook by C. H. Papadimitriou, p. 141, he proved the following claim. Proposition 7.1: Let there be a DTM/NDTM M that decides a language L within time/space $f(n)$, ...
38 views

### NP-hardness does not imply lower bound, strictly speaking?

A problem is NP-hard iff every NP problem can be polynomially-time reduced to it. Hardness is often intuitively explained as a lower bound. But it isn't, strictly ...
8 views

### $NC$ and $FNC$ oracles low for functional and Stockemeyer classes respectively?

We know $P^{NC}=P$ and $FP^{FNC}=FP$ hold. Do $FP^{NC}=FP$ and $P^{FNC}=P$ hold?
12 views

### Alternative formulation of complexity class $BPP$

In Aurora and Barak, they give the following alternative definition of $BPP$: What is the meaning of the subscript to $Pr$? Is that $Pr_{r \in_R \{0,1\}^{p(|x|)}}$? My guess is this is supposed to ...
Are there any known problems in $UP \cap co-UP$ other than integer factorization and parity games (or a problem that can be reduced in polynomial time to either problem), that aren't known to be in $P$...