Questions tagged [set-cover]

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11
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Error in paper “Some NP-complete geometric problems”?

The paper in question: M.R. Garey, R.L. Graham and D.S. Johnson. Some NP-complete geometric problems . This paper proofs the NP-completeness of some well-known problems, such as the Steiner Tree ...
11
votes
0answers
328 views

a geometric variant of k-medians. NP-hard or in P?

The following problem is a special case of k-medians. Is it NP-hard? Is it in P? Input: $n$ points $(x_1,y_1), (x_2,y_2), \ldots, (x_n, y_n)$ with each $y_i \ge 0$, and an integer $k$. Output: a set ...
10
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0answers
346 views

Gap hardness of Multi-Dimensional Cover

Given a finite set $X$ and a collection $F$ of subsets of $X$, we define a cover of $X$ in $F$ as a subset of $F$ whose union is equal to $X$. A cover $C$ of $X$ in $F$ is said to be exact if the ...
8
votes
0answers
1k views

Is Exact Cover by Equally-Sized Sets reducible to Multi-Dimensional Matching in a certain nice way?

This question is motivated by my other question “Gap hardness of Multi-Dimensional Cover,” which is in turn motivated by the question “Set Cover for Permutation Matrices” by Brayden Ware. Informal ...
7
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0answers
636 views

Hardness of Approximation results for Special Set Packing Problem Wanted

Is there any inapproximability result for the following NP-hard problem, which is a special case of the weighted Set Packing Problem? The general Set Packing Problem would be: Given A Collection of ...
4
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0answers
157 views

Approximating set cover when it is known that an exact set cover exists

Suppose $U = \{1, 2, \cdots, n\}$ is a universe and $\mathcal S = \{S_1, S_2, \cdots, S_m\}$ is a collection of sets such that each set contains exactly $c$ elements, where $c$ is a constant. In this ...
4
votes
0answers
173 views

Approximation ratio for covering n points in d dimensions

What is best known approximation ratio for the following problem : Given n points in d dimensions , what is the minimum number of axis parallel lines needed to cover them . A line is said to cover a ...
3
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0answers
55 views

Hardness of Approximation of Set Cover with Growing Size Bound

I'm considering the minimum set cover problem with the constraint that each set contains at most $k$ elements. Here, $k$ depends on the size of the universe. For example, $k$ may equal $\log n,\sqrt ...
3
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0answers
69 views

Average number of sets given by greedy set cover? Is it uniform distribution?

We're covering the whole random universe $U$ of size $m$ with random sets $S_{1},\dots S_{n}$. I know that greedy set cover gives us a number between size of the minimal set cover and size of the ...
3
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0answers
118 views

Set cover approximation ratio as a function of m (number of sets)

Feige's well known result (and more recent results) show that set cover cannot be approximated within a factor of $(1 - o(1)) \ln n$, where $n$ is the number of variables. What if we want an ...
3
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0answers
61 views

Do there exist “odd times” cover problems and what do we know about their approximability?

I am currently investigating a problem which can be formulated as a cover problem, in which real intervals have to be covered an odd number of times by integers. My question is just, if anybody has ...
2
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0answers
65 views

Hardness result or reference for a set partition problem

I'm wondering if the following problem is (or has been proven to be) NP-Complete. Input: integer $n\ge0$, set $S_1,S_2,\ldots,S_{2n}$, set $T_1,T_2,\ldots,T_n$. Accept iff: there exists $\{a_i,...
2
votes
0answers
104 views

Alternative Set Cover Algorithm With Doubling

I remember that I saw once an alternative to the greedy set cover algorithm that works as follows: Assign weight 1 to every element in the universe. Repeat steps 2 and 3 until the universe is covered:...
2
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0answers
373 views

Why doesn't the standard analysis of set cover $H_n$ greedy extend to partial cover?

Several authors, starting with Slavik, have noted that the classical analysis of the set cover $H_n$ greedy algorithm does not readily extend to the set partial cover problem, where the goal is to ...
1
vote
0answers
207 views

Upper bound for set cover with respect to m that is better than trivial when $n \ge 3m$

Does anyone know of an upper bound for Set Cover $(\mathcal{U}, \mathcal{S}, k)$ with respect to $m=|\mathcal{S}|$ that is better than trivial when $n =|\mathcal{U}|$ is at least $3m$? (Set cover). ...
0
votes
0answers
25 views

Optimizing distribution of load

I want to run $k$ programs distributed on $N$ machines. Because of resource constraints, a machine can have at most $p$ of the $k$ programs installed. To have a balanced system, I can install each of ...
0
votes
0answers
190 views

Finding assignment-minimum complete k-partite graph cover

Is there any work on approximation algorithms (or exact algorithms) for finding an assignment-minimum cover of an arbitrary graph using complete k-partite subgraphs? I'm assuming this problem is NP-...
-1
votes
1answer
110 views

Combinatorial algorithm for load balancing

I have a problem that can be solved with linear programming, but I'm hoping there's a combinatorial algorithm for this (even approximation is fine). This is basically a load balancing problem using ...