derivative of a function

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太阳男子
太阳男子 2021-01-30 15:11

I am using D to get derivatives of a function. However, R does not simplify the expression when returning the derivative. I need to figure out if a function has a derivative tha

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  • 2021-01-30 15:34
    library(Ryacas)
    x <- Sym("x")
    Simplify(deriv(sqrt(1 - x^2),x,2))  # return the result simplified
    

    gives

    expression((x^2 - 1 - x^2)/root(1 - x^2, 2)^3)
    

    You can also try

    PrettyForm(Simplify(deriv(sqrt(1 - x^2),x,2)))
    

    which gives

       2        2  
      x  - 1 - x   
    ---------------
                  3
        /      2 \ 
    Sqrt\ 1 - x  / 
    

    As for numerical integration try giving this to see what is available

    library(sos)
    findFn('{numerical+integration}')
    
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  • 2021-01-30 15:37

    As far as I know, R will not simplify the result of D(). It sounds as though you want a proper computer algebra system, and R is definitely not a full CAS. Mathematica and Maple are the most well-known, but there are also a number of open-source alternatives (as discussed on this SO post).

    R can do numerical integration - for this kind of question it is worth searching in the R help pages first (i.e. help.search('integrate')). You can use integrate() in the stats package. There is also area() in the MASS package, but that is much simpler (i.e. for demonstration purposes).

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