How can I Plot eigenvectors of a graph on the graph as bars coming out of vertices?

15 次查看（过去 30 天）
Defne Odabasi
Defne Odabasi 2024-2-28
评论： Matt J 2024-2-29
After finding the eigenvalue decomposition of Laplacian matrix, I found the Fourier basis and now I want to plot some of the basis vectors on the graph. How can I obtain the plot as follows:
G = graph(weighted_adjacency);
LWidths = G.Edges.Weight/max(G.Edges.Weight);
figure;
plot(G,'XData',data(:,1),'YData' ,data(:,2),'LineWidth',LWidths);
xlabel('x');
ylabel('y');
title('Weighted Graph')
%Laplacian Matrix
%L = D - M
%Degree Matrix
degree_matrix = diag(sum(weighted_adjacency,2));
laplacian_matrix = degree_matrix - weighted_adjacency;
%Computing the eigenvalues and eigenvectors
[V, lambda] = eig(laplacian_matrix);
selected_u = [1 2 3 10 50];
fourier_basis_vectors = V(:, selected_u);
for i = 1:numel(selected_u)
basis_vector = fourier_basis_vectors(: ,i);
figure;
plot(G,'XData',data(:,1),'YData' ,data(:,2));
end

请先登录，再回答此问题。

采纳的回答

William Rose
William Rose 2024-2-28
@Defne Odabasi,
You can plot arrows representing a 2D eigenvectors, at specific locations, with quiver(X,Y,U,V), where X and Y represnt the locaiotns of the bases of the arrows, and U,V are the x- and y-lengths of the arrows. The lengths are automatically scalled to avoifd overlap. You can control the scaling, if you do not like the default.
If you attach weighted_adjacency, others may be able to run your code.

更多回答（0 个）

类别

在 Help Center 和 File Exchange 中查找有关 Graph and Network Algorithms 的更多信息

标签

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by