Randomly chooses points from a triangular region and stores the x and y coordinates

My task is to write a MATLAB function where b and h are positive real numbers, n is a positive integer, and x and y are row vectors of length n. Program will randomly choose n points from the triangular region having vertices (0,0), (b, 0) and (b,h) and stores the x-coordinates and y-coordinates of the n points in the x and y vectors respectively in the order the points are chosen. I have a program written out that produces y-values, but I am not sure how to get both x and y values from the program.
Here is what I have so far:
function [x,y] = hw22(b,h,n)
%
rng('shuffle')
x = zeros(1,n);
y = zeros(1,n);
k = 1;
while k <= n
x(k) = h*rand;
y(k) = b*rand;
if y(k) < b/h*x(k)
k = k + 1;
end
end

1 Comment

For each random point, keep the random point if it is in the triangular region having vertices (0,0), (b,0) and (b,h), and if the random point is not in the triangular region, preform the appropriate transformation on the point to create a point that is in the triangular region.

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Answers (5)

function [x,y] = hw22(b,h,n)
%
rng('shuffle')
x = zeros(1,n);
y = zeros(1,n);
k = 1;
while k <= n
xr = h*rand;
yr = b*rand;
if yr < b/h*xr
x(k)=xr;
y(k)=yr;
k = k + 1;
end
end
The code seems correct, just swap the h and b
[x, y] = hw22(1, 2, 1000);
plot(x, y, '+');
function [x,y] = hw22(b,h,n)
%
rng('shuffle')
x = zeros(1,n);
y = zeros(1,n);
k = 1;
while k <= n
x(k) = b*rand;
y(k) = h*rand;
if y(k) < h/b*x(k)
k = k + 1;
end
end
end
This is a direct method, no loop, no discard, etc...
n = 1e4;
b = 1;
h = 2;
w1=1-sqrt(rand(1,n));
w2=(1-w1).*rand(1,n);
w3=1-(w1+w2);
w=[w1;w2;w3];
% triangle coordinates
Txy =[0, b, b;
0, 0, h];
Rxy = Txy*w;
x = Rxy(1,:);
y = Rxy(2,:);
% Check
plot(x,y,'.')
function [x,y] = hw22(b,h,n)
x=rand(n,1)*b;
y=rand(n,1)*h;
ind=find(y>x*b/h);
x(ind)=b-x(ind);
y(ind)=h-y(ind);
end

Asked:

on 12 Oct 2020

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