[R] vectorizing the integrate function
Bert Gunter
bgunter@4567 @end|ng |rom gm@||@com
Sat Aug 10 20:03:08 CEST 2019
Ravi:
First of all, you're calling Vectorize incorrectly. The first argument must
be a function *name*, not a function call. Here's what you need to do (and
thanks for the reprex -- wouldn't have been able to help without it!):
f2 <- function(a,b,c)integrate(function(x){exp(-a*x^3-b*x^2-c*x)},lower
=0,upper = Inf)
fv <- Vectorize(f2,vectorize.args=c("a","b","c"),SIMPLIFY=TRUE)
Second of all, as you may realize, the vectorization uses mapply() and so
vectorizes the c(a,b,c) triplet "in parallel," which will "recycle" shorter
arguments to the length of longer. Hence you will get 6 results from your
example:
> fv(a,b,m)
[,1] [,2] [,3] [,4] [,5]
[,6]
value 0.09207851 0.0635289 0.04837997 0.08856628 0.06224138
0.04777941
abs.error 3.365173e-08 3.108388e-06 1.00652e-09 3.284876e-09
1.796619e-08 6.348142e-09
subdivisions 2 1 2 2 2
2
message "OK" "OK" "OK" "OK" "OK"
"OK"
call Expression Expression Expression Expression Expression
Expression
Cheers,
Bert
Bert Gunter
"The trouble with having an open mind is that people keep coming along and
sticking things into it."
-- Opus (aka Berkeley Breathed in his "Bloom County" comic strip )
On Sat, Aug 10, 2019 at 10:20 AM ravi via R-help <r-help using r-project.org>
wrote:
> Hi all,I am having some difficulties in vectorizing the integrate
> function. Let me explain with an example.
> a <- 10; b <- 3; c <- 4
> f <- function(x) {exp(-a*x^3-b*x^2-c*x)}
> integrate(f,0,Inf) # works fine
>
> My difficulties start when I want to vectorize.
>
> # attempts to vectorize fail
> a <- seq(from=0,to=1,by=0.5)
> b <- seq(from=5,to=10,by=1)
> m <- seq(from=10,to=20,by=5)
> f2 <- function(x,a,b,c) {exp(-a*x^3-b*x^2-m*x)}
> fv <-
> Vectorize(integrate(f2,0,Inf),vectorize.args=c("a","b","m"),SIMPLIFY=TRUE)
>
> I want the result as a 3-d array with dimensions of the lengths of a, b
> and c. I have tried several variants but am not having much luck. Will
> appreciate any help that I can get.
> Thanks,Ravi Sutradhara
>
>
>
>
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>
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