MATLAB Answers

Generating matrix as follows

조회 수: 10(최근 30일)
NeGM
NeGM 2021년 5월 13일
편집: NeGM 2021년 5월 25일 1:05
Hi Everyone,
I'd like to create random adjacency matrices for networks in the following form (see image), as you can see I have 6 nodes (n = 6) and each node must have 2 connections (degree = 2) to two other nodes chosen randomly. So the sum of each row must equal 2(or whatever value "degree" is assigned). The matrix must be symmetric with zeros along the diagonal (properties of the adjacency matrix). I have written a code that generates random adjacency matrices but Imnot sure how to constraint the program such that each node has exaclty 2 random connections.
A = zeros(n,n); % Create initial matrix
for i = 1:n
for j = 1:n
if i==j
A(i,j)=0; % Zero values in the diagonal entries
else
A(i,j)=round(rand); % Choosing random 0 and 1 values
A(j,i)=A(i,j); % Make A matrix symmetric
end
end
end
Any help is greatly appreciated, Thank you!

채택된 답변

David Hill
David Hill 2021년 5월 13일
Graph has to be a polygon.
numNodes=6;
a=randperm(numNodes);
b=circshift(a,1);
g=graph(a,b);
plot(g);
m=full(adjacency(g));
  댓글 수: 3
NeGM
NeGM 2021년 5월 13일
Hey David, Thank you it works pretty well!

댓글을 달려면 로그인하십시오.

추가 답변(1개)

Matt J
Matt J 2021년 5월 13일
편집: Matt J 2021년 5월 13일
Perhaps as follows,
n=6;
T=nan(n,2);
map=isnan(T);
while any(map(:))
[i,~]=find(map,1);
if ~map(i,1)
exclude=[i,T(i,1)];
elseif ~map(i,2)
exclude=[i,T(i,2)];
else
exclude=i;
end
pool=setdiff(find(any(map,2)),exclude);
if isempty(pool)
T=nan(n,2); map=isnan(T); continue
end
p=numel(pool);
j=pool(randi(p));
if map(i,1),
T(i,1)=j;
map(i,1)=0;
else,
T(i,2)=j;
map(i,2)=0;
end
if map(j,1),
T(j,1)=i;
map(j,1)=0;
else,
T(j,2)=i;
map(j,2)=0;
end
end
s=[(1:n), (1:n)].';
t=[T(:,1); T(:,2)];
st=unique(sort([s,t],2),'rows');
G=graph(st(:,1),st(:,2));
degree(G)
ans = 6×1
2 2 2 2 2 2
  댓글 수: 3
NeGM
NeGM 2021년 5월 13일
Thank you

댓글을 달려면 로그인하십시오.

Community Treasure Hunt

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

Start Hunting!

Translated by