Saturday, 14 March 2015

Taylor series with Python and Sympy

Here I am again using my beloved Python and doing maths stuff.

Today I’d like to post a short piece of code I made after a review of Taylor series I did. This script lets you input (almost) any function, provided that it can be represented using Sympy and output the Taylor series of that function up to the nth term centred at x0.

Sympy is a great module for basic symbolic mathematics, it works fine and it is really simple to use even if you are new to Python.

Here is the output of the plot function for the function sin(x) approximating up to the 9th term:

figure_1

Note that in the console output the series is written backwards, however I think it could be fixed.

Here is the code I used

This code can be customized to return Taylor expansions for any function you’d like to use (of course provided it can be represented using Sympy).

Finally, the code used to generate the plot

27 comments:

  1. Replies
    1. Thanks! I'm glad you liked it! :)

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  2. How do you define what h is in the tailor series for this code?

    ReplyDelete
    Replies
    1. Hi, could you please explain your question? I can't find any h in the code

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  3. Do you have some examples for multivariable function

    ReplyDelete
  4. Do you mind if I use the code for my final project in a math course I am taking?

    ReplyDelete
    Replies
    1. Not at all, just please reference this article if you can.

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  5. Replies
    1. Just typing taylor(f,0,j) in the Python interpreter should print it out in this example.

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  6. I appreciate your work. Thanks!

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  7. how can i use custom function with 3 dimensions like 2x^2+6y^2-z^2=0?

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  8. Thank you! Just started to learn taylor series, and your work is really helpful.

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  13. Hi can you suggest how I can use the above program to plot taylor expansion for a function (x^2)/20

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    Replies
    1. Can you modify line 10 in the first code from sin() to your function?

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  14. Hi can you suggest how I can use the above program to plot taylor expansion for a function (x^2)/20

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