MATLAB Answers

Find intersection of two guassian curves

1 view (last 30 days)
Trisha Kibaya
Trisha Kibaya on 11 Sep 2018
Edited: jonas on 12 Sep 2018
Hi all these are my two curves:
y1 = p(1)*pdf(n1,xgrid); hold on; plot (xgrid, y1,'b'); % hold off
y2 = p(2)*pdf(n2,xgrid); hold on; plot (xgrid, y2,'r'); % hold off
I need to find the exact x coordinates where this two lines meet.
I tried using:
index_intersection = find(y1 == y2);
but it gives me index_intersection =
1×0 empty double row vector
I also tried:
idx = find (y1 - y2 < eps, 1);
but still didn't get the right coordinates.
Please, is there another alternative? I read online that I could use fzero, but I haven't understood how to use the syntax. Thanks in advance.

  3 Comments

Trisha Kibaya
Trisha Kibaya on 11 Sep 2018
numComponents=2;
paramEsts = fitgmdist(data(:),numComponents);
p = paramEsts.ComponentProportion;
and p has two values.
p =
0.3915 0.6085

Sign in to comment.

Accepted Answer

jonas
jonas on 11 Sep 2018
Edited: jonas on 11 Sep 2018
If you have only one intersection, then you can just find the minimum difference
[~,idx] = min(abs(y1 - y2))
This will however always output a value even when there is no intersection. Also, the accuracy depends on the resolution of your x-vector, where higher resolution yields better accuracy (this is true for most methods). I always recommend InterX from FEX for finding intersections. It interpolates your data per default for high accuracy.

  2 Comments

Trisha Kibaya
Trisha Kibaya on 12 Sep 2018
Please, pardon my ignorance but is FEX another MathWorks product? Cause i don't have that
jonas
jonas on 12 Sep 2018
Sorry, FEX is short for fileexchange where you can find open source user-submitted functions. Follows the link in my answer, download and put it in your matlab search path

Sign in to comment.

More Answers (1)

KSSV
KSSV on 11 Sep 2018
Edited: KSSV on 11 Sep 2018
tol = 10^-3 ; % Change this if required
idx = abs(y1-y2)<=tol ;

  3 Comments

Trisha Kibaya
Trisha Kibaya on 11 Sep 2018
what exactly does this code do?
KSSV
KSSV on 11 Sep 2018
To compare two flottant numbers it is suggested to subtract check for inequality with tolerance, rather then using ==.

Sign in to comment.

Community Treasure Hunt

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

Start Hunting!

Translated by