[R] matrix exponential: M^0
Stephane DRAY
dray at biomserv.univ-lyon1.fr
Tue Jan 20 17:09:49 CET 2004
Hello,
be careful D^0 is not the zeroeth power of a matrix. It is a term power
:D[i,j]^0=1
To obtain the power of a matrix, you can use a decomposition such as svd:
X = U D V'
the n-th power of X is X = U D^n V'
svd1=svd(D)
Apower0=svd1$u%*%diag(svd1$d^0)%*%t(svd1$v)
At 11:40 20/01/2004, Federico Calboli wrote:
>Dear All,
>
>I would like to ask why the zeroeth power of a matrix gives me a matrix
>of ones rather than the identity matrix:
>
> > D<-rbind(c(0,0,0),c(0,0,0),c(0,0,0))
> > D<-as.matrix(D)
> > D
> [,1] [,2] [,3]
>[1,] 0 0 0
>[2,] 0 0 0
>[3,] 0 0 0
>
> > D^0
> [,1] [,2] [,3]
>[1,] 1 1 1
>[2,] 1 1 1
>[3,] 1 1 1
>
>I would have expected the identity matrix here.
>
>I find the same result with every other square matrix I used.
>BTW, I am using R 1.8.1 on Linux Mandrake 9.1
>
>Cheers,
>
>Federico Calboli
>--
>
>
>
>=================================
>
>Federico C. F. Calboli
>
>PLEASE NOTE NEW ADDRESS
>
>Dipartimento di Biologia
>Via Selmi 3
>40126 Bologna
>Italy
>
>tel (+39) 051 209 4187
>fax (+39) 051 251 208
>
>f.calboli at ucl.ac.uk
>
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Stéphane DRAY
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E-mail : stephane.dray at umontreal.ca
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