How to find area under graph between two points ?
444 views (last 30 days)
Show older comments
I used this coding but i dont know how to set the specific points. I used array data.
M = area(A(:,1),A(:,2));
Int = trapz(A(:,1),A(:,2));
1 Comment
Scott MacKenzie
on 12 Jun 2021
What are the "specific points" of interest? Are they indices within A, x-values, y-values, or something else? Also, post the data for A if you can.
Answers (2)
Scott MacKenzie
on 15 Jun 2021
Edited: Scott MacKenzie
on 17 Jul 2021
Assuming you want the area under the curve between two values of x (the "specific points" in your questions), here's what I put together using test data. The area under the curve is computed from x = 60 to x = 110. The area is computed two ways, using trapz and using integral. They give the same result. trapz is useful if the data are sample points gathered empirically. If you have a formula to work with, then integral can be used. It's also possible to use polyarea, although that is not demonstrated here.
% test data
x = 0:0.1:150;
y = 0.2 + sind(x) .* cosd(2*x).^2;
fun = @(x) (0.2 + sind(x) .* cosd(2*x).^2);
% organize in matrix A, as in question
A = [x' y'];
% plot total area under curve over x domain
area(A(:,1), A(:,2));
xticks(0:10:150);
hold on;
% example "specific points" to find area between
x1 = 60;
x2 = 110;
% find indices of these points in A
idx1 = find(A(:,1) >= x1, 1);
idx2 = find(A(:,1) >= x2, 1);
% show the area under curve between x1 and x2
area(A(idx1:idx2,1), A(idx1:idx2,2), 'facecolor', [.7 .8 .9]);
% get area under curve from x1 to x2 using trapz
a1 = trapz(A(idx1:idx2,1), A(idx1:idx2,2))
% get area under curve from x1 to x2 using integral
a2 = integral(fun, x1, x2)
% print area in chart
ax = gca;
xt = (x2 + x1) / 2;
yt = 0.8 * mean(ax.YLim);
s = sprintf('Area = %.2f', a1);
text(xt, yt, s);
Output in command window:
a1 =
47.285
a2 =
47.285
1 Comment
Soham
on 5 Apr 2024
Edited: Soham
on 5 Apr 2024
I dont know if anything changed since the time this answer was posted, but this code will give an error with Indexing, since the starting value of A(:, 1) is a zero, while the values of A(:, 2) do not.
The following code shows the figure as shown in the answer.
NB: The error has since disappeared, but I will keep my answer here, incase someone runs into the issue as an alterntive
% test data
x = 0:0.1:150;
y = 0.2 + sind(x) .* cosd(2*x).^2;
fun = @(x) (0.2 + sind(x) .* cosd(2*x).^2);
% organize in matrix A, as in question
A = [x' y'];
% plot total area under curve over x domain
area(A( [1; find(A(:,1))] , 1), A( (find(A(:,2))) , 2));
xticks(0:10:150);
hold on;
% example "specific points" to find area between
x1 = 60;
x2 = 110;
% find indices of these points in A
idx1 = find(A(:,1) >= x1, 1);
idx2 = find(A(:,1) >= x2, 1);
% show the area under curve between x1 and x2
area(A(idx1:idx2,1), A(idx1:idx2,2), 'facecolor', [.7 .8 .9]);
% get area under curve from x1 to x2 using trapz
a1 = trapz(A(idx1:idx2,1), A(idx1:idx2,2));
% get area under curve from x1 to x2 using integral
a2 = integral(fun, x1, x2);
% print area in chart
ax = gca;
xt = (x2 + x1) / 2;
yt = 0.8 * mean(ax.YLim);
s = sprintf('Area = %.2f', a1);
text(xt, yt, s);
Vimal Rathod
on 15 Jun 2021
Edited: Vimal Rathod
on 15 Jun 2021
Hi,
If you would want to find area by specific points from array, you could use the indices of array to find the area.
M = trapz(A(k:l,1),A(k:l,2)); % for area between k and l index values of array A
If you would want to find area from a custom point on the line to another custom point on the line, make sure to include the array indices along with the custom point in the area.
%finding area between (x1,y1) and (x2,y2) considering these two lies on the
%plot
%k and l are the indices of array values lying in between these points.
M = trapz([x1,A(k:l,1),x2], [y1, A(K:l,2), y2]);
Hope this helps!
1 Comment
Scott MacKenzie
on 15 Jun 2021
@Vimal Rathod M, in your code, is a handle to the area object, not the area of the object.
@Mohamad Firdaus Bin Adnan's question is limited to a sub-area, as given by "specific points". I asked in my comment for clarification on this, for example whether the specfic points are indices into the A array (k and l in your answer) or values along the x-axis (e.g., 80 and 100).
See Also
Categories
Find more on Polygons in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!