How to find First Zagreb Entropy using Matlab code?

7 次查看(过去 30 天)
I have a Graph, and I want to find First Zagreb index and Entropy using Matlab code. Please suggest.

回答(1 个)

Rushil
Rushil 2025-1-24
Hi Imran
From the question, I assume that there is a MATLAB “graph” object in use. A typical graph object is used as follows:
s = [1 1 2 3]; % source nodes
t = [2 3 3 4]; % target nodes
G = graph(s, t);
You can read more about the "graph" object here:
Now, the first zagreb index can be computed by summing over the squares of degrees of all nodes. Also, a common way to calculate entropy is using Shannon entropy using the degrees of the nodes. Below is the implementation of the same:
degrees = degree(G);
firstZagrebIndex = sum(degrees.^2);
degreeCounts = histcounts(degrees, 'Normalization', 'probability');
entropy = -sum(degreeCounts .* log2(degreeCounts + eps)); % eps is used to avoid log(0)
To read more about Shannon entropy you can visit and scroll down on this page to "More About":
Hope it helps

类别

Help CenterFile Exchange 中查找有关 Matrix Indexing 的更多信息

Community Treasure Hunt

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

Start Hunting!

Translated by