R Under development (unstable) (2024-03-01 r86033 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > # > # Inverse of the matrix: > # > library(bdsmatrix) Attaching package: 'bdsmatrix' The following object is masked from 'package:base': backsolve > aeq <- function(x,y) all.equal(as.vector(x), as.vector(y)) > > tmat <- bdsmatrix(c(3,2,2,4), + c(22,1,2,21,3,20,19,4,18,17,5,16,15,6,7, 8,14,9,10,13,11,12), + matrix(c(1,0,1,1,0,0,1,1,0,1,0,10,0, + 0,1,1,0,1,1,0,1,1,0,1,0,10), ncol=2)) > dimnames(tmat) <- list(NULL, letters[1:13]) > > smat <- as.matrix(tmat) > > inv1 <- solve(smat) > inv2 <- as.matrix(solve(tmat)) # the result is a full, non-sparse matrix > aeq(inv1, inv2) [1] TRUE > > inv3 <- solve(gchol(tmat)) #sparse version, not all parts will be there > inherits(inv3, 'bdsmatrix') #This should be true [1] TRUE > aeq(inv3@blocksize, tmat@blocksize) # Should be the same shape at tmat [1] TRUE > inv3 <- as.matrix(inv3) # What is returned should be correct > aeq(inv1[1:3,1:3], inv3[1:3, 1:3]) [1] TRUE > aeq(inv1[4:5,4:5], inv3[4:5, 4:5]) [1] TRUE > aeq(inv1[6:7,6:7], inv3[6:7, 6:7]) [1] TRUE > aeq(inv1[8:11,8:11], inv3[8:11, 8:11]) [1] TRUE > aeq(inv1[,12:13], inv3[, 12:13]) # and rmat the same too [1] TRUE > > proc.time() user system elapsed 0.28 0.04 0.32