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Questions tagged [sampling]

Creating samples from a well-specified population using a probabilistic method and/or producing random numbers from a specified distribution.

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Delaunay Triangulation on Convex Polytopes — Uniform Sampling

My goal is to uniformly sample from a convex polytope. I know that for the simpler case, where I have to uniformly sample from a simplex, I can use Bayesian Bootstrap, discussed in these posts: ...
164 views

Random uniform sampling of position restricted permutations

Is there any efficient algorithm which is able to generate nearly uniform samples of permutations in case of position restrictions? Consider $N \times N$ restriction matrices $R$, that is matrices ...
45 views

How to get samples of different paths?

Say I have a "semi" directed, weighted, graph (some edges are undirected, some are directed). Consider two nodes, A and B. Consider the set of all paths that take me from node A to node B. I ...
250 views

248 views

Can sampling remove the limitations in greedy algorithm?

Given the limitations of greedy (i.e., not always finding the optimal solution), does sampling the data space in a randomized manner or some structured manner reduce or remove the limitations of ...
1k views

Set the parameters of a Erdos-Renyi graph generator to get a specific mean degree

I'm trying to reproduce the synthetic networks (graphs) described in some papers. The topic is the same as a previous question of mine, but with a different focus. It is stated that the Erdos-Renyi ...
6k views

Generate scale-free networks with power-law degree distributions using Barabasi-Albert

I'm trying to reproduce the synthetic networks (graphs) described in some papers. It is stated that the Barabasi-Albert model was used to create "scale-free networks with power-law degree ...
2k views

Constructing a random Hamiltonian Cycle (Secret Santa)

I was programming a little Secret Santa tool for my extended family's gift exchange. We had a few constraints: No recipients within the immediate family Nobody should get who they got last year The ...
317 views

Generate a Random Diagonally Dominant Matrix

I would like to write a function to generate a diagonally dominant matrix of random values. What I'm ultimately leading to is writing a code to implement the Jacobi method on this matrix in CUDA for a ...
41 views

Algorithm for random generation of two connected partitions of a finite set [closed]

Given the set $X=\{1,2,\ldots,n\}$; $\,\,$ $n=mp=kq$ where $m,k,p,q$ are positive integers. Please help me to programme an algorithm that realizes random generation of the following two partitions of ...
282 views

Is randomly building a BST different from random sampling whole trees?

What is the difference between a randomly built binary search tree (using n keys )and choosing a binary search tree (of n key) from a random distribution
2k views

Algorithm for finding best combination of elements

Say I have a very large, arbitrary number of variables, each of which I can assign to be type A, B, or C. The types come with expenses: Type A's are the least expensive, and C's are the most ...
58 views

algorithm to sample function so that integral is unaffected

I have an array with a hundred thousand entries representing the x and y values of a function. Since I frequently need to integrate this function (in a product with other functions) I am looking for ...
105 views

Sampling from a Acyclic Deterministic Finite Automaton

Assume you have a finite language $L$ succinctly represented as a acyclic DFA $M$ (models can't be much simpler than that :) ). How can we efficiently sample a word from $L$ with uniform ...
15k views

How to simulate a die given a fair coin

Suppose that you're given a fair coin and you would like to simulate the probability distribution of repeatedly flipping a fair (six-sided) die. My initial idea is that we need to choose appropriate ...
2k views

Returning a random subset with length k of N strings while only storing at most k of them

Here's the problem. I've written a program that reads strings from stdin, and returns a random subset of those strings. The only other argument provided to the program is the length of the subset, $k$....
139 views

Sampling a Large Undirected Graph

I'm working with a very large undirected graph (a social network from a telecomunication company). I'm applying a clustering algorithm on this graph to find it’s most relevant communities. The ...
407 views

Is this method really uniformly random?

I have a list and want to select a random item from the list. An algorithm which is said to be random: When you see the first item in the list, you set it as the selected item. When you see ...
1k views

Generation of random binary trees

Given n, I want to randomly generate a binary tree (unlabelled) that has n end nodes. Could someone kindly provide a reference containing an algorithm for doing that? I attempted to do as follows: ...
118 views

Uniformly random efficient sampling of shortest s-t paths, with optimal random bits

Motivated by Efficiently sampling shortest s-t paths uniformly and independently at random, The answers give methods of randomly sampling shortest $s\text{-}t$ paths. However, they use a lot of ...
858 views

Efficiently sampling shortest $s$-$t$ paths uniformly and independently at random

Let $G$ be a graph, and let $s$ and $t$ be two vertices of $G$. Can we efficiently sample a shortest $s$-$t$ path uniformly and independently at random from the set of all shortest paths between $s$ ...