run a function with 2 outputs multiple times
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I'm sorry if this has been asked before, but I can't find any questions which give a simulation printing 2 different outputs from it. I have a function which gives me a vector t and a matrix X. I want to simulate t and X multiple times and store them i times to form two matrices (say i=100). I want the matrices to be called tSim and XSim. please help.
Here is my function:
if true
% function [t, X] = SISep(adj, beta, gamma, nmax, I0) % Adj = matrix of neighbours. beta = infection rate. gamma = recovery rate
n = length(adj);
ni = zeros(n, 1)'; % nodes infected
ni(1:I0)=1; % nodes infected, I0 nodes are infected
X = zeros(nmax-1, n); % matrix of zeros that will store the infected nodes
t = zeros(nmax-1, 1); % vector that stores the time of infection
X(1,:)=ni; % replaces first row with ni
k=2;
nuin=sum(ni);
while nuin > 0 && k < nmax
nuin = sum(ni); % number of infectives
r1ni=repmat((1-ni),[n,1]); % repeated vector in matrix
rni=repmat((ni)',[1,n]); % repeated vector in matrix
B=r1ni.*(adj).*rni; % need to multiple row by each element
nsipa= sum(sum(B)); % number of si pairs
totalRate = beta*nsipa + gamma*nuin;
pin = nsipa/(nsipa+nuin); % probability of infection
if rand<pin
[rows,cols]=find(B); %finds the rows and columns with an entry
infInd=cols(randi(length(cols))); % index of the individual infected. Should choose a random row to change
ni(infInd) = 1; % changes to 1
else [cols]=find(ni);
recInd= cols(randi(length(cols))); %recovered individuals
ni(recInd)= 0;
end
X(k,:)=ni;
t(k)=t(k-1)+exprnd(1/totalRate)';
k=k+1;
end
X=X;
t=t;
end
end
please help with tSim and XSim
if true
% [t,X] = SISep(adj, beta, gamma, nmax, I0);
tSim=?
XSim=?
end
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