Questions tagged [polynomial-time]

Use for algorithms, algorithm-analysis and complexity-theory questions that aim for polynomial running time resp. time complexity. Such questions often are are reference-requests or about runtime-analysis or time-complexity.

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57 views

How many combinations will be generated if below conditions are put?

I need a generalized formula for a set having size(s) having below restrictions, for ex. X = 2,7,11,17,26 I want only the first combination 2+7 & ignore all of the combinations that start from 2+...
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Complexity of an encoded turing machine

This is an example of an assignment question, there are 3 of them so I created my own in order to better understand it. First, we have the variable m which is a ...
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280 views

Is the spigot algorithm for $\pi$ useful for computing all the digits of $\pi$?

I'm asking the question here because it's not a purely mathematical question and the answer also depends on how computers work. I think that according to the Wikipedia article Bailey–Borwein–Plouffe ...
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109 views

If M is recognizing L in polynomial time, is it also deciding it in polynomial time?

Assume that a given turing machine $M$ accepts words in the language in $n^k$ or less steps, but words that aren't in the language are rejected in unknown number of steps (the machine might even ...
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312 views

GCD binary representation time complexity

1. Consider the following algorithm for deciding GCD: “On input : ...
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Detemine if two DFA's are non-disjoint in polynomial time? [duplicate]

Given two DFA's , $M_1$ and $M_2$, I want to create an algorithm that determines if their languages are disjoint or not. The algorithm will run in polynomial time. My idea is this: Let's say WLOG ...
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204 views

Is the MinMax/optimization/search variant of a decision problem always easier/equal?

Is the MinMax/optimization/search variant of a decision problem always easier/equal in complexity because we can always reduce them to their decision variant? From Wikipedia: If the longest path ...
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380 views

Vertex Cover of size k in a tree?

What is a polynomial time algorithm for finding a vertex cover of size $k$ in a tree? Would depth first or breadth first search be efficient or is there some other algorithm that finds the vertex ...
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Computational Hardness of the $k$-Partition Problem with identical numbers/objects?

The $k$-Partition Problem is NP hard. I want to know if some slight modification of this problem makes it polynomially solvable. Now consider the set $S=\{a_1,\ldots,a_n\}$ of IDENTICAL numbers/...
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Relation between time complexity and conditional statement [closed]

I need examples for the types of time complexity for conditional statement
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Pseudo-polynomial Algorithms

Reading wikipedia I found that they give this example Consider the problem of testing whether a number n is prime, by naively checking whether no number in $\{2,3,\dotsc ,\sqrt {n}\}$ divides $n$ ...
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Polynomial and fully polynomial time approximation scheme

How to notice the type of algorithm whether it is polynomial or fully polynomial time approximation from the resulting running time ( execution time) of the program? Is there any other way to decide?
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Is this variation of Max-Coverage NP-hard?

Setup An instance of Max-Coverage is typically defined by a collection of $n$ sets $S = \{s_1, s_2, \dots, s_n\}$, and a budget $k$, where the objective is to select a subset $U\subset S$ such that $$\...
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A paper claiming that optimization version of symmetric TSP can be solved in polynomial time

In the following paper : Czopik, J. (2019) An Application of the Hungarian Algorithm to Solve Traveling Salesman Problem. American Journal of Computational Mathematics,9, 61-67. In the Introduction, ...
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IS SUBSET-SUM in P if b(the sum) is given in unary and a1,...,an is in binary?

The SUBSET SUM decision problem consists of poitive integers a1,...,an; b. We wish to know if for some subset S of the indices, $\sum_{i \in S}a_i = b$ I want to prove that if b is given in unary(...
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IF satisfiability problem belonged to P, can the certificate be found efficiently?

IF SAT(satisfiability problem) belongs to P, then is it possible for a certificate of an arbitrary instance of SAT to be found efficiently?
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A set that is not polynomial time enumerable

For a set $I\subseteq \Bbb N$, defined $s_{I}(n)=\min\{i\in I\mid i>n\}$. The set $I$ is called polynomial-time-enumerable if $s_I(n)$ is computable in $\mathsf{poly}(n)$ time. Most of the sets I ...
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Reconstructing an Array via Time-Intensive Subset Queries

I am trying to design an algorithm for a problem, and the following is an auxiliary problem for which a good solution would imply a faster algorithm for the original problem. I am given access to an ...
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Global-input-local-output p-time algorithms

Are there polynomial-time algorithms whose input is global but output is local in nature? What I have in mind is a problem instead of an algorithm. It’s the satisfiability (SAT) problem. Each clause ...
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How to prove P = NP if problem Π ϵ NP-complete and Problem complement Πc ϵ NP?

How to prove if P = NP if problem Π ϵ NP-complete and Problem complement Πc ϵ NP? OR P = NP if NPC intersects with Co-NPC
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Looking for fast LP solver algorithm for my Special case

I am interested to know what is the fastest algorithm (complexity wise) known to us to solve the following linear program. Due to its simplicity, I hope for a very fast algorithm. Your help is greatly ...
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Applying Polynomial Time Approximation Scheme (PTAS) on an Algorithm

I am trying to apply PTAS on an algorithm. I think that we apply PTAS on the running time equation of the algorithm. We use the term (1-ϵ) and (1+ ϵ) in the running time of the algorithm but I don’t ...
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Why is "encoding" important in time complexity?

I read many writing about the time complexity of 0-1 knapsack problem. (https://stackoverflow.com/questions/4538581/why-is-the-knapsack-problem-pseudo-polynomial#answer-4538668) In conclusion, the ...
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Solving NP problems : analogy between the SAT problem and the shortest path problem

in this 2minute-long video https://www.youtube.com/watch?v=TJ49N6WvT8M (pulled from a free udacity course on algorithms/theoretical computer sciences), whose purpose is to show how a SAT problem can ...
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Is retrospective inference NP-hard?

Here is a minimal working example of the question: Consider a network with nodes arranged in a pyramid: $1$ node in the first row, $1+d$ nodes in the second, $1+2d$ nodes in the third, and so on, ...
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Is the succinct version of P-complete problems out of P?

Consider the succinct versions of the P-complete problems as a Boolean circuit which represents its input in exponential more succinct ways. Could these succinct versions are in P or out of P?
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Existence of polynomial time reduction from P to R?

Why the next idea doesn't work: If L_2 in R and L_1 in P and the languages are not trivial, then there is a polynomial-time reduction from L_1 to L_2 I know ...
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USAT, Arora Barak's book

Here on the page 354 Arora and Barak write below the shaded area "but in fact $f(\phi)$ $\notin SAT$" and not "but in fact $f(\phi) \in SAT$" While in the last line of the shaded area they write $...
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How about boolean formula that is satisfied on every reject path and falsified on every accept path of non deterministic Turing machine? [duplicate]

Cook-Levin reduction is both deterministic polynomial time and parsimonious and that's mean that from every non deterministic Turing machine $M$ and string $w$ it is possible in polynomial time ...
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229 views

Linear time reduction equivalence

I have to show if the following statement is true or false. Suppose we have two problems $A$ and $B$. We want to know whether the following is true: If $A \le_p B$ and there is an algorithm which ...
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1answer
60 views

Solve Time Complexity problem using Time Hierarchy

I am trying to understand Time Hierarchy. I have an example that is solvable using the rules of Time Hierarchy. I would like an explanation on how to solve so that I may understand better how to use ...
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1answer
178 views

Whether the algorithm is polynomial or not with input size which is not polynomial [closed]

A problem may require memory space which is not polynomial with respect to the input size but may still have polynomial run time. Is this true or false? and why? any idea?
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Prove that Vertex Cover belongs to NP

How to prove that the problem VERTEX-COVER belongs to $NP$? The problem VC is defined as follow: INSTANCE: Graph $G = (V,E)$ and an integer $k$ PREDICATE: Is there a subset $V_1 \in V $ s.t $\mid V_1 ...
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27 views

Revisiting complexity of art gallery-like problem

In a question I had asked earlier, I was interested in knowing whether we could decide in polynomial time whether, for a directed graph $G$ with every one of its vertices belonging to an edge, a size-$...
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Polynomial Reduction and P [duplicate]

Why w ∈ A if and only if f(w) ∈ B ? Which the signification of "if and only if" ?
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159 views

Are there any RE-complete languages w.r.t. polynomial reduction?

I need to decide if there exists $L\in RE$ so that for every $L'\in RE$ we have $L' \leqslant_p L $, meaning a polynomial-time reduction. I've tried to use $L=A_{TM}$ (the accepting problem), but got ...
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General methods for polynomial reductions? [duplicate]

Let's say you want to show $A \leq_{p} B$ (this is usually in the context of showing $B$ is NP-complete, but I'm just asking about the reductions. We are specifically looking at polynomial (Karp) ...
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1answer
385 views

If A is polynomial time reducible to B such that B <= A, does it mean B must be a polynomial time algorithm?

I don't understand what it means for A to be polynomial time reducible to B. I'm guessing is that we can revised the algorithm some how such that it becomes B, where B is a polynomial time algorithm. ...
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Nash Equilibrium in Tree of Bounded Degree

I have an exercise which I can't solve. Exercise. Consider a game where the players have $2$ pure strategies each and assume that the graph $G$ is a tree with maximum degree $3$. Give a polynomial ...
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1answer
89 views

Planar embeddings of planar graph

Let $G=(V,E)$ be a planar graph, only specified by its set of vertices and edges. Suppose $|V|=n$. According to Fary's theorem, there exists a planar embedding of $G$ with straight line segments. Then ...
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1answer
51 views

P is closed under power of integer

I'm new in this area of complexity and I'm trying to get into it by understanding basic proofs. I want to prove that if $L\in P$, so $L^k\in P$, where $k$ is non-negative integer. How to prove it in ...
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1answer
28 views

polynomial time reduction of 2 langauges

If we can reduce a language y to x. x ≤P y how do I prove x(complement) ≤P y (complement)
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Proving that the complexity class $P$ is closed under union

The following is my proof for $P$ being closed under union. I wish to know if my proof is correct in addition to what it means for the union of two problems. Proof: Let $p_1, p_2 \in P$ Then by ...
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1answer
413 views

Properties of polynomial time many-one reductions

I'm working on old multiple choice exams and would like to know if the following statements are true or false: a) $L_1 \le_p L_2 \le_p L_3 \Rightarrow L_1 \le_p L_3$ b) If $L \in \mathsf{NP}$ and $U ...
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1answer
33 views

Permutation Array

Hello I have a problem and would like a help to prove if it is P or not. Given an array $\mathcal{A}$ of integers. Is there a permutation of the elements of $\mathcal{A}$ such that, $\forall i \in \{...
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80 views

Decide if a string is a member of a language that represents $P$?

For some enumeration of the complexity class P (such as this as an example: How does an enumerator for machines for languages work?), for each string 𝑝 in the enumeration, does there exist some other ...
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1answer
92 views

How fast can one compute the power of a number?

Let $x \in \mathbb{R}$ and $k \in \mathbb{Z}^+ \cup \{0\}$ then how fast can one compute $x^k$? If $x, k \in \mathbb{Z}$ then I guess this previous discussion already settled that, How many ...
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1answer
58 views

A program for polytime languages

Does their exist a program P[m,s] which always halts and for any polytime language exists an m; possibly incomputable; such that P[m,s] accepts only those strings s which are in the language.
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1answer
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NXOR for 2 inputs on a turing machine, in P?

Question: L is the language of $\langle M,x,y\rangle$ s.t TM $M$ accepts both inputs $x$ and $y$ or doesn't accept either. Prove that given some $M$, finding 2 inputs $x$ and $y$ s.t. $\langle M,x,y\...
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1answer
487 views

Reducing from Hamiltonian Cycle problem to the Graph Wheel problem cannot be proved vice versa [closed]

I saw a proof by Saeed Amiri, We will add one extra vertex v to the graph G and we make new graph G′, such that v is connected to the all other vertices of G. G has a Hamiltonian cycle if and only if ...

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