unmesh

Convert edge matrix to coordinate and Laplacian matrices

Syntax

[L,XY] = unmesh(E)

Description

[L,XY] = unmesh(E) returns the Laplacian matrix L and mesh vertex coordinate matrix XY for the M-by-4 edge matrix E. Each row of the edge matrix must contain the coordinates [x1 y1 x2 y2] of the edge endpoints.

Input Arguments

`E`	M-by-4 edge matrix `E`.

Output Arguments

`L`	Laplacian matrix representation of the graph.
`XY`	Mesh vertex coordinate matrix.

Examples

Take a simple example of a square with vertices at (1,1), (1,–1),(–1,–1), and (–1,1), where the connections between vertices are the four perpendicular edges of the square plus one diagonal connection between (–1, –1) and (1,1).

Undirected graph with four nodes

The edge matrix E for this graph is:

E = [1  1  1 -1;  % edge from 1 to 2
     1 -1 -1 -1;  % edge from 2 to 3 
    -1 -1 -1  1;  % edge from 3 to 4
    -1 -1  1  1;  % edge from 3 to 1
    -1  1  1  1]  % edge from 4 to 1

Use unmesh to create a Laplacian matrix and mesh coordinate matrix from the edge list.

[L,XY] = unmesh(E);

The Laplacian matrix is defined as

$L_{i j} = {\begin{cases} \deg (v_{i}) if i = j \\ - 1 if i \neq j and v_{i} is adjacent to v_{j} \\ 0 otherwise \end{cases}$

unmesh returns the Laplacian matrix L as a sparse matrix.

L =

   (1,1)        3
   (2,1)       -1
   (3,1)       -1
   (4,1)       -1
   (1,2)       -1
   (2,2)        2
   (4,2)       -1
   (1,3)       -1
   (3,3)        2
   (4,3)       -1
   (1,4)       -1
   (2,4)       -1
   (3,4)       -1
   (4,4)        3

To see L in regular matrix notation, use the full command.

full(L)

ans =

     3    -1    -1    -1
    -1     2     0    -1
    -1     0     2    -1
    -1    -1    -1     3

The mesh coordinate matrix XY returns the coordinates of the corners of the square.

XY