[R] efficiently multiply different matrices in 3-d array with different vectors?
Ranjan Maitra
maitra.mbox.ignored at inbox.com
Fri Dec 28 15:40:11 CET 2012
On Thu, 27 Dec 2012 22:03:19 -0800 arun <smartpink111 at yahoo.com> wrote:
> HI,
>
> Not sure if this is what you wanted:
> set.seed(14)
> Z<-array(sample(1:100,80,replace=TRUE),dim=c(5,2,8))
> set.seed(21)
> Y<-matrix(sample(1:40,40,replace=TRUE),nrow=8)
> do.call(cbind,lapply(seq_len(dim(Z)[1]),function(i) Z[i,,]%*%Y[,i]))
> # [,1] [,2] [,3] [,4] [,5]
> #[1,] 5065 6070 12328 11536 13678
> #[2,] 6152 9878 11161 13777 7991
Yes, this does it, many thanks!
Ranjan
>
>
>
>
> ----- Original Message -----
> From: Ranjan Maitra <maitra.mbox.ignored at inbox.com>
> To: r-help at r-project.org
> Cc:
> Sent: Friday, December 28, 2012 12:33 AM
> Subject: [R] efficiently multiply different matrices in 3-d array with different vectors?
>
> Hello,
>
> I have been wondering of an efficient way to do this:
>
> I have an n x m x p array Z and a p x n matrix Y.
>
> I want to multiply each of the n matrices with the corresponding column
> vector of Y.
>
> In other words, I am wanting to matrix multiply:
>
> Z[i, ,] %*% Y[, i]
>
> which will give me a (two-dimensional) array or matrix of dimension n x
> p with the i'th row storing the above.
>
> Any pointers on an efficient way of doing this? I considered using
> apply, but was not successful.
>
> Many thanks again and best wishes,
> Ranjan
>
>
>
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