# Questions tagged [approximation-algorithms]

An approximation algorithm is an algorithm that finds an approximate solution to a (typically NP-hard) problem. The quality of the algorithm is measured by how close to the actual optimum it performs. For example, it is a constant factor approximation algorithm if it always outputs a solution that is within a constant factor of the optimum. Hardness of approximation is one way to separate NP-hard problems.

51 questions with no upvoted or accepted answers
Filter by
Sorted by
Tagged with
0answers
234 views

0answers
168 views

### Disjoint paths in temporal graphs

Given a graph $G=(V,E)$ and a pair of source-destination nodes $s$ and $t$. Time is divided in periods with the total number of periods denoted by $T$. Each edge $e$ is either operational or broken at ...
0answers
23 views

0answers
482 views

### Inverse set cover problem

Given a universe $U$, and a set of subsets $S=\{S_i:S_i\subseteq U\}$, find $k$ such subsets so that their union size is minimal. Is there a name for this problem? Is it NP? Are there efficient ...
0answers
90 views

### Relationship between weight of spanning tree in a tree metric approximation and the original metric

So suppose we have a tree metric which approximates the Euclidean distance between a finite set of points. The leaves correspond to points in the original space. It may be an ultra metric, and ...
0answers
31 views

### Computational complexity of rate $\frac{1}{2}$ codes

We know from Berlekamp, McEliece and Van Tilborg [On the inherent intractability of certain coding problems, IEEE Trans. Information Theory, 24 (1978)] that computing the minimum distance of a (binary)...
0answers
53 views

### Why does Y. Moshe Vardi use this specific matrix when estimating source-destination traffic intensities with EM algorithm?

Sorry for the verbose title, but the question is super specific. If you happen to know a site better suited for these types of question, feel free to direct me. The article to which I am referring to ...
0answers
79 views

### what is the computational complexity of Louvain algorithm?

I am not able to find out the computational complexity of the Louvain Algorithm. Can anyone here help me? link of the paper given below: DOI: 10.1088/1742-5468/2008/10/P10008 https://doi.org/10.1038/...
0answers
128 views

0answers
147 views

### 3-Approximation Algorithm for Weighted 3-Hitting Set (Weighted Set Cover)

I need to find a 3-Approximation Algorithm for a weighted 3-Hitting Set. I have an 2-Approximation Algorithm for a weighted 2-Hitting Set and in its explanation the Hitting-Set-Problem is formulated ...
0answers
111 views

### Asymptotic determinant of $2\times 2$ Toeplitz matrix

The problem that I am dealing with is to compute the determinant of a $2\times 2$ Toeplitz matrix (in general I would like to generalize to a more general case, but let's consider the easiest case ...
0answers
68 views

### Matrix Completion: Clearing Step

I am trying to implement Keshavan, Montanari and Oh (2009) algorithm for Matrix Completion. It consists of three steps: 1) Trimming which nulls some rows and columns to make the high singular values ...
0answers
122 views

### FPTAS for approximating the permanent of a matrix

My question concerns approximating permanent of an $n$-by-$n$ matrix. Several approximation algorithms have been proposed in the literature for this purpose, whose time complexity depend on $n$ and ...
0answers
247 views

### Optimize a convex hull on a 2D histogram so the selected points match a target shape

I have an image (can be 2D or 3D), and compute a 2D histogram of the image (for example, the pixel intensity and gradient along certain direction). There is a known target region $R^*$ in the image. I ...
0answers
74 views

### An MST-like problem with vertex selection

Consider a planar pointset in a rectangle, where every point has a color (an integer label). We need to select one point of every color, so as to minimize the cost of a planar MST of selected points (...
0answers
259 views

### Multiobjective semidefinite programming

Let $C$ be size $n \times n^{2}$. Let $B$ be size $2^{g(n)} \times n^{2}$ where $g(n) > n$. There is only one $\mathcal{1}$ per row of $C$ and remaining entries of $C$ are $\mathcal{0}$. $B$ is ...
0answers
532 views

### Representing vertices of a cube using linear combination of tensor product of smaller cubes

Let $n,N \in \mathbb{N}$ with $N \ge n^{2}$. Let $F[i] = \square[i]$ refer to the cube which has vertices from $\{-1,0,1\}^{n^{i}}$ ($n^{i}$ tuple of alphabets from $\{-1,0,1\} = \square = F$) ...
0answers
25 views

0answers
39 views

### A name for algorithms that perform well in an asymptotic sense, when inputs are random

Is there a term for an algorithm that performs "well" (say, within a constant factor of optimality) in an asymptotic sense when a large number of random inputs are provided? For example, say I had an ...
0answers
74 views

### Approximation for accumulative set cover

Let $S_1,\ldots,S_m\subseteq U$ be subsets of a set $U$ of size $\lvert U\rvert=n$. Over all permutations $\pi$ of the set $\{1,\ldots,m\}$, I want to maximize the quantity \begin{equation} \sum_{k=1}...
0answers
219 views

### Pure greedy algorithm

I study pure greedy algorithms in different basises. I am interested in 1 one question: is there such a Riesz basis $D$ in Hilbert space and $f\in H$ such that \$\|f-G_m(f,D)\|>Cm^{-1/2}\lvert\{f}\...
0answers
116 views

### sparsest cut always has solution

Hi! How to prove that sparsest cut always has an optimal solution which is the cut for some vertex-subset. Looks like it's should be a kind of fundamental theorem for sparsest cut. But I didn't ...
0answers
474 views

### Approximate a piecewise linear path by a path with bounded curvature

I have a piecewise linear path in two dimensions (with finitely many pieces). I would like to approximate it by a curve whose radius of curvature is bounded away from 0 (i.e. I specify the bound a ...
1answer
389 views

### Efficient isomorphic subgraph matching with similarity scores

I'm a computer vision PhD student, and I'm looking for an efficient approximation to the following problem, which could end up helping in image to image matching. Failing that, pointers to relevant ...