So, I am trying to calculate the solution of the transcendental equation of the form:
a*cos(t)+b*sin(t)= c*cos(t)+d*sin(t)
for t which can be re-caste as:
tan(t)=(a-b)/(d-c)
Now, one can simply use the arctan2
of Numpy but the result is between [-pi/2,pi/2]
whereas t is time and cannot be negative.
Which function of Numpy do I use to find only the positive solutions for the above two equations?
A better way to put this is: What type of arctan function do I use so that I get the value in between [0,pi]
You have two options. Which one you select depends on the physical meaning of the inputs and solution.
Discard negative inputs (if either a < b
or d <= c
, but not both): there is no possible answer.
Wrap negative angles to the positive side by adding pi
.
Since you don't care about quadrants, you can use np.arctan
instead of np.arctan2
. Pre-computing the ratio will make it easier to check on option #1.
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