Find all roots of an interpolating function in Mathematica

  1. Hi,

    I've got an interpolating function which has been generated from using NDSolve and I'm trying to find all the values of x for which the y value is equal to 2.

    I've constructed a (much) easier example to show what I mean.

    Suppose I have a set of points which I have generated an interpolating function from:

    points = {{0, 0}, {1, 1}, {2, 3}, {3, 4}, {4, 3}, {5, 0}};
    ifun = Interpolation[points]

    which gives me:

    InterpolatingFunction[{{0, 5}}, "<>"]


    How would I then go about finding the x values in this function for which y is equal to 2?

    The code I have tried is as follows:

    Table[x /. FindRoot[ifun[x] == 2, {x, xInit}], {xInit, 0, 10, 1}]

    but this produces a lot of errors and extrapolates beyond the limits of my interpolating function. Also, while this finds all the values in this particular example, once the interpolation function gets more complicated it's skipping roots and extrapolating far beyond my limits. Does anyone have any ideas? Thanks in advance
     
  2. jcsd
  3. DaleSpam

    Staff: Mentor

    Basically, your idea is sound, you just need to sample more finely and prevent it from going outside of the interpolation range:

    dx=0.1;
    xmin=0.;
    xmax=5.;

    Union[
    Table[ x /. FindRoot[ifun[x] == 2., {x, xInit, xmin, xmax}], {xInit, xmin + dx, xmax - dx, dx}],
    SameTest -> Equal]

    The Union function is not necessary, but it trims out all of the repeats of the same answer. That will be particularly useful if you have a more complicated function and have to make dx smaller.
     
    Last edited: Jun 9, 2012
Know someone interested in this topic? Share a link to this question via email, Google+, Twitter, or Facebook

Have something to add?