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February 21, 2012 00:06
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Function bdiag to build the canonical form of a 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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