Questions tagged [graph-theory]
A field of combinatorics relating to the study of vertices and the edges that connect them
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Vehicle passenger assignment with capacity constraint
Problem Background
I'm trying to find a solution to the following passenger matching problem:
The network is represented by graph $G=(V,E)$. $V$ is the set of nodes/stations. $p_{ij}$ is the profit of ...
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Non-Temporal Weighted Graph Datasets
I am searching for datasets to evaluate an algorithm designed for tasks such as node-classification (edge-prediction, etc.) on weighted and potentially directed graphs.
The Stanford Network Analysis ...
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Is there an algorithm or graph theory that allows me to not need to store an intermediate matrix when calculating AT*Y1*A + BT*Y2*B?
I have a system of conductors for which there are two dense matrices of the (complex) mutual admittances, $Y_A$ and $Y_B$, which are symmetric. Then, an equivalent nodal admittance matrix $Y_N$ is ...
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Bounds for the optimal bandwidth of 2D/3D FEM stiffness matrices
is anyone here aware of whether there exist bounds on the optimal bandwidths of 2D/3D FEM stiffness matrices?
Edit: more specifically, I would like to have bounds on the minimum bandwidth after ...
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How can I find the maximum equal-split flow of a network
I am working on a program currently that works out the maximum flow through a network using the Ford-Fulkerson algorithm, and that works fine, however, I need the final flow to meet the constraint ...
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How to distinguish primary hosts (stars) and orbiting satellites (planets) and tertiary bodies (moons) by their mass and trajectory?
I posted this question in the astronomy stackexchange. There are no responses, and it was suggested that I pose the question here. The "too long, didn't read" was taken from a comment, and ...
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Mesh partitioning with METIS
I am trying to use METIS-5.1.0 edition in order to partion a FE mesh. For demostration purposes I created 2x2 rectangle mesh and tried to partition it. However, I notice a weird behaviour in my code. ...
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Does computing all shortest paths in a simple graph result in a complete graph that follows a metric?
I have a simple graph $G=(V,E)$ that is not necessarily a complete graph. If I compute the shortest distance between every pair of vertices (let say with Floyd-Warshall algorithm) I get a complete ...
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Developing a meshfree contouring algorithm
I would like to find the contours of a scalar function $u(x,y)$ available as a discrete set of function values $u_i = u(x_i,y_i)$ over a scattered set of points $(x_i,y_i), i=1,...,N$.
In my case, the ...
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How to make a directed graph symmetric?
Say I have a directed graph given as an adjacency matrix $A$ in CSR format represented by the arrays ia (row indexes) and ja (...
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Benchmark instances for directed 3-Cycle cover
The directed 3-Cycle cover asks for a vertex-covering set of oriented cycles with at least three vertices per cycle such that every vertex is covered by exactly one cycle.
I have scrutinzed the ...
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Is there some algorithm to find the shortest path in the context of genetics and breeding?
In genetics and breeding, we typically have two parent genotype (may or may not be the same) which can produce a set of offspring with certain probability (assuming simple Mendelian inheritance).
I ...
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Newman algorithm yielding different result to what is given in his paper
Summary
I am trying to implement Newman's algorithm for community detection, outlined in this paper. I am testing my implementation against one of the datasets used in that paper to benchmark the ...
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Which optimization method can be used to do the following?
I've the following system of equations for studying information flow in the below graph,
$$ \frac{d \phi}{dt} = -M^TDM\phi + \text{noise effects} \hspace{1cm} (1)$$
Here, M is the incidence ...
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What is an instance (precisely) in computational complexity?
I am trying to understand the notion of reduction of a problem to another problem. As it is known this has huge impact on classifying the complexity of a problem.
The definition of reduction involves ...
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polylog implementation of fully-dynamic graph connected-components?
I have read about papers in the last 20 years that have solved this problem. Many are mentioned in http://jamiemorgenstern.com/teaching/s18-6550/notes/notes-lec4-dgc.pdf
Unfortunately the only ...
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How can I determine if there is a closed-loop path in a graph?
Assuming I have a computer representation of a graph presented in the figure below:
How can I find out whether there are some close-loops inside the graph, like the one marked in red (or more ...
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Find shortest path around a cylinder represented by 3d triangular mesh
Suppose I have a 3d triangular mesh with the topology of a finite cylinder. Let $C$ be a vertex on that mesh.
How can I find the shortest path from $C$ to itself that goes around the cylinder? By ...
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Find all recurring subgraphs/patterns of maximal size in a single undirected, labeled, connected graph
I would like to identify all subgraphs of maximal size (maximum number of nodes) that are recurrent in a single undirected, labeled, connected graph. I provide exemples of input and expected output ...
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Efficient algorithm to decide if a graph is a cactus?
A cactus is a connected graph in which every edge belongs to at most one simple cycle.
How should one modify the Depth First Search algorithm to obtain an efficient algorithm that determines if a ...
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Finding a shortest path in a graph
If each edge of a graph $G$ is unweighted or has equal weights, then the shortest path between two nodes in that graph is the path that contains the fewest number of edges. Such a path can be obtained ...
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Vehicle Route assignment with capacity constraint
Problem Background
I'm trying to find a solution/model to the following problem:
Let's consider a cellular network (mobile network, ie., hexagonal cells) denoted $N$ composed of $|N|$ cells. Each ...
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How to reorder/cluster adjacency matrix to maximize the interaction along the super diagonal?
I have the following code which takes a DataFrame and plot the pdist matrix.
...
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Factorize laplacian in terms of first derivative matrix
I am trying to factorize the following Laplacian matrix in terms of $ D^TD$, D is the first derivative matrix.
The tridiagonal form of the secon derivative matrix using Neumann boundary condition is ...
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Splittable and non-splittable flows in the network flow problem
I am working on a multi-commodity flow problem where for a graph $G=(V, E)$, some flows are permitted to be split and some flows should strictly follow one path. I have formulated this problem as ...
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Moore-Penrose pseudoinverse of singular rank degenerate matrix
I am trying to attain the Moore-Penrose pseudoinverse of a very large, very sparse, rank-degenerate, singular, and square matrix. ($75000 \times 75000$, near rank). The matrix is a graph Laplacian and ...
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Software for finding a minimum vertex cover for a hypergraph
A hypergraph $H = (V,E)$ consists of a finite set of vertices, say $V=\{1, \dots, n\}$ and a set of hyperedges $E \subseteq \mathcal{P}(V)$. We call $H$ a $k$-hypergraph if all $|e| = k$ for all $e\in ...
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Find connected circles
I have a problem as follows:
We have a set of circles (we know the radius r and the center point c in Rd of each circle)
We ...
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Hypergraph matching -> adjacency matrix?
I need to do a matching on a hypergraph. I read that in the case of a hypergraph there is no adjacency matrix.
How do I represent edges then?
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simple and fast graph-clustering for paralelization of finite element simulations
I'm learning to use OpenCL to optimize some of my simulations. I realized that I need some sort of Graph-clustering or graph-partitioning to exploit efficiently local memory for un-ordered meshes.
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First approximation to the TSP in a non-complete Graph
I'm trying to solve the Travelling Salesman Problem in a non-complete graph $(G,E)$ using genetic algorithms.
My problem is that I can't find a good first approximation by the usual greedy algorithms,...
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Efficiently generate a random subgraph (Gs) with maximum degree K, using only edges from an existing graph G
I am looking find a way of efficiently generating a random, undirected subgraph $G_s$ with $N$ vertices, using a subset of edges from an exisiting undirected graph $G$, also of size $N$, where the ...
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Can a Depth first traversal of a graph visit node more than once? [closed]
Is there a way in which Depth First Traversal will put a node into the stack more than once using the general algorithm as shown here.
Also, is it compulsory for all nodes to be entered into the ...
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Does the box-covering algorithm work also for directed graphs?
According to this article from Wikipedia, the box-covering algorithm calculates the fractal dimension of a graph. The algorithm is based on the concept of distance between nodes; see for example the ...
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PageRank using Inverse Iteration Method by Cleve Moler
I was trying to understand how to use the inverse interation method to compute the page rank as an exercise.
In this chapter (page 4) about page rank (by Cleve Moler), the author suggests to use the ...
user9925
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Chinese character component-based layout engine algorithms [closed]
I am looking for a PDF describing Chinese character component-based layout engine algorithms. These should allow for recursive encodings of radical and non-radical components, and the encodings should ...
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Updating factorization of Laplacian (add/remove edges)
For a graph $G=(V,E)$, recall that the unweighted Laplacian is $L:=D^\top D$, where $D\in\{-1,0,1\}^{|E|\times|V|}$ is the graph "gradient" operator that subtracts adjacent vertex values onto edges.
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What is a common file/data format for a mesh (for FEM)?
I'm developing an FEM simulation. For early testing, I will use simple self-written mesher and visualisation of the mesh graph. But I want to prepare my program to use data generated by an existing ...
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Alternative to two "for" loops in finding best neighborhoods for TSP?
I am trying to solve Travelling Salesman Problems using tabu search. I have been able to successfully find "near enough" optimal solutions (as well as one optimal, yay!).
For the moment I am using ...
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Interior nodes of a closed graph?
Does anybody know if any graph partitioner library such as Metis, Scotch, or Zoltan can (besides splitting a domain), differentiate between internal (i) and boundary (b) nodes?
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Optimal partitioning of a graph
Consider a planar graph, where each node is associated with a weight. I would like to partition the graph such that the sum of the node weights in each group satisfy a minimum requirement. However, I ...
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Sparse Matrix Reordering
Matrix reorderings are important for many direct solvers. Sometimes the objective is to reduce the bandwith or the generated fill in by LU Decomposition. I am interested in a reordering which reduces ...
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Graph optimization for parallel processing
Consider the following example structure of overlapping images marked A,B,C,D. The possible overlaps are marked by gray color:
The structure can be represented by a weighted undirected graph (images ...
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Minimization of non-linear function
Problem Summary
I am trying to estimate the (x,y) coordinates of each node in a graph, where I know the distances between connected nodes. For example
Given this ...
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Measure the differences in vertices density in a graph?
Lets say in Graph $G$ we have two vertices $v$ and $u$, each vertex is connected to several neighbors by edges describing the distances $d_{ij}$ from these neighbors. The neighbors themselves are also ...
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How to calculate efficiently mesh edges midpoints?
I have a 2D mesh of triangles used in Finite Element method to discretize the domain. I want to calculate the midpoints of all the edges because I want to use $\mathbb{P}^2$ elements. I am using ...
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Finding Common Side of Triangle
Given a triangulation (geometry), are there known algorithm in finding common side of triangles, that is O(N) or better?
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how to partition a graph(matrix) into subdomains with different sizes
i am studying the solver for PageRank problems which drived from the web link graph.
I have tried using METIS to divided the matrix into subdomains, but METIS can only produce subdomains with nearly ...
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Absorbing BC's / PML on a graph
The wave equation,
$$\ddot{u} = c^2 \Delta u,$$
can be generalized to abstract graphs by using the negative graph Laplacian in place of the physical Laplacian.
Is there a graph-theoretic analog of ...
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Graph drawing with constraints
I have a (cyclic undirected) graph stored in a suitable structure (which depends on the language chosen). Nodes represent places in the real world and edges represent connection between them, so I ...
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