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March 26, 2013 01:37
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canon_form_matrix
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###################################################################### | |
# Function bdiag to build the canonical form of a matrix | |
###################################################################### | |
# Pedro Jordano. 18 Dic 2007. | |
###################################################################### | |
bdiag <- function(x){ | |
if(!is.list(x)) stop("x not a list") | |
n <- length(x) | |
if(n==0) return(NULL) | |
x <- lapply(x, function(y) if(length(y)) as.matrix(y) else | |
stop("Zero-length component in x")) | |
d <- array(unlist(lapply(x, dim)), c(2, n)) | |
rr <- d[1,] | |
cc <- d[2,] | |
rsum <- sum(rr) | |
csum <- sum(cc) | |
out <- array(0, c(rsum, csum)) | |
ind <- array(0, c(4, n)) | |
rcum <- cumsum(rr) | |
ccum <- cumsum(cc) | |
ind[1,-1] <- rcum[-n] | |
ind[2,] <- rcum | |
ind[3,-1] <- ccum[-n] | |
ind[4,] <- ccum | |
imat <- array(1:(rsum * csum), c(rsum, csum)) | |
iuse <- apply(ind, 2, function(y, imat) imat[(y[1]+1):y[2], | |
(y[3]+1):y[4]], imat=imat) | |
iuse <- as.vector(unlist(iuse)) | |
out[iuse] <- unlist(x) | |
return(out) | |
} | |
######################### | |
mats <- list(matrix(1:20, 5, 4), matrix(1:12, 4, 3), matrix(1:25, 5, | |
5)) | |
bdiag(mats) | |
bdiag <- function(x){ | |
+ if(!is.list(x)) stop("x not a list") | |
+ n <- length(x) | |
+ if(n==0) return(NULL) | |
+ x <- lapply(x, function(y) if(length(y)) as.matrix(y) else | |
+ stop("Zero-length component in x")) | |
+ d <- array(unlist(lapply(x, dim)), c(2, n)) | |
+ rr <- d[1,] | |
+ cc <- d[2,] | |
+ rsum <- sum(rr) | |
+ csum <- sum(cc) | |
+ out <- array(0, c(rsum, csum)) | |
+ ind <- array(0, c(4, n)) | |
+ rcum <- cumsum(rr) | |
+ ccum <- cumsum(cc) | |
+ ind[1,-1] <- rcum[-n] | |
+ ind[2,] <- rcum | |
+ ind[3,-1] <- ccum[-n] | |
+ ind[4,] <- ccum | |
+ imat <- array(1:(rsum * csum), c(rsum, csum)) | |
+ iuse <- apply(ind, 2, function(y, imat) imat[(y[1]+1):y[2], | |
+ (y[3]+1):y[4]], imat=imat) | |
+ iuse <- as.vector(unlist(iuse)) | |
+ out[iuse] <- unlist(x) | |
+ return(out) | |
+ } | |
R> ######################### | |
R> mats <- list(matrix(1:20, 5, 4), matrix(1:12, 4, 3), matrix(1:25, 5, | |
+ 5)) | |
R> bdiag(mats) | |
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] | |
[1,] 1 6 11 16 0 0 0 0 0 0 0 0 | |
[2,] 2 7 12 17 0 0 0 0 0 0 0 0 | |
[3,] 3 8 13 18 0 0 0 0 0 0 0 0 | |
[4,] 4 9 14 19 0 0 0 0 0 0 0 0 | |
[5,] 5 10 15 20 0 0 0 0 0 0 0 0 | |
[6,] 0 0 0 0 1 5 9 0 0 0 0 0 | |
[7,] 0 0 0 0 2 6 10 0 0 0 0 0 | |
[8,] 0 0 0 0 3 7 11 0 0 0 0 0 | |
[9,] 0 0 0 0 4 8 12 0 0 0 0 0 | |
[10,] 0 0 0 0 0 0 0 1 6 11 16 21 | |
[11,] 0 0 0 0 0 0 0 2 7 12 17 22 | |
[12,] 0 0 0 0 0 0 0 3 8 13 18 23 | |
[13,] 0 0 0 0 0 0 0 4 9 14 19 24 | |
[14,] 0 0 0 0 0 0 0 5 10 15 20 25 | |
R> m<-matrix(1:20, 5, 4) | |
R> ml<-list(m,t(m)) | |
R> bdiag(ml) | |
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] | |
[1,] 1 6 11 16 0 0 0 0 0 | |
[2,] 2 7 12 17 0 0 0 0 0 | |
[3,] 3 8 13 18 0 0 0 0 0 | |
[4,] 4 9 14 19 0 0 0 0 0 | |
[5,] 5 10 15 20 0 0 0 0 0 | |
[6,] 0 0 0 0 1 2 3 4 5 | |
[7,] 0 0 0 0 6 7 8 9 10 | |
[8,] 0 0 0 0 11 12 13 14 15 | |
[9,] 0 0 0 0 16 17 18 19 20 | |
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