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1 |
| -## Put comments here that give an overall description of what your |
2 |
| -## functions do |
| 1 | +## Matrix inversion is usually a costly computation and there may be some benefit |
| 2 | +## to caching the inverse of a matrix rather than computing it repeatedly. |
| 3 | +## These two functions, makeCacheMatrix() and cacheSolve() are used to cache the |
| 4 | +## inverse of a matrix |
3 | 5 |
|
4 |
| -## Write a short comment describing this function |
| 6 | +## This function creates a special "matrix" object that can cache its inverse |
5 | 7 |
|
6 | 8 | makeCacheMatrix <- function(x = matrix()) {
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7 |
| - |
| 9 | + i <- NULL |
| 10 | + set <- function(y) { |
| 11 | + x <<- y |
| 12 | + i <<- NULL |
| 13 | + } |
| 14 | + get <- function() x |
| 15 | + setinverse <- function(inv) i <<- inv |
| 16 | + getinverse <- function() i |
| 17 | + list(set = set, get = get, |
| 18 | + setinverse = setinverse, |
| 19 | + getinverse = getinverse) |
8 | 20 | }
|
9 | 21 |
|
10 | 22 |
|
11 |
| -## Write a short comment describing this function |
| 23 | +## This function computes the inverse of the special "matrix" returned by |
| 24 | +## makeCacheMatrix above. If the inverse has already been calculated |
| 25 | +## (and the matrix has not changed), then cacheSolve should retrieve the |
| 26 | +## inverse from the cache |
12 | 27 |
|
13 | 28 | cacheSolve <- function(x, ...) {
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14 |
| - ## Return a matrix that is the inverse of 'x' |
| 29 | + i <- x$getinverse() |
| 30 | + if(!is.null(i)) { |
| 31 | + message("getting cached data") |
| 32 | + return(i) |
| 33 | + } |
| 34 | + data <- x$get() |
| 35 | + i <- solve(data, ...) |
| 36 | + x$setinverse(i) |
| 37 | + i |
15 | 38 | }
|
| 39 | + |
| 40 | +# Sample output |
| 41 | +# |
| 42 | +# > cacheMatrix = makeCacheMatrix(m1) |
| 43 | +# > print(cacheSolve(cacheMatrix)) |
| 44 | +# [,1] [,2] |
| 45 | +# [1,] 0.6 -0.2 |
| 46 | +# [2,] -0.7 0.4 |
| 47 | +# > print(cacheSolve(cacheMatrix)) |
| 48 | +# getting cached data |
| 49 | +# [,1] [,2] |
| 50 | +# [1,] 0.6 -0.2 |
| 51 | +# [2,] -0.7 0.4 |
| 52 | +# > print(cacheSolve(cacheMatrix)) |
| 53 | +# getting cached data |
| 54 | +# [,1] [,2] |
| 55 | +# [1,] 0.6 -0.2 |
| 56 | +# [2,] -0.7 0.4 |
| 57 | +# > |
| 58 | +# > cacheMatrix$set(m2) |
| 59 | +# > print(cacheSolve(cacheMatrix)) |
| 60 | +# [,1] [,2] |
| 61 | +# [1,] 0.3 -0.1 |
| 62 | +# [2,] -0.1 0.1 |
| 63 | +# > print(cacheSolve(cacheMatrix)) |
| 64 | +# getting cached data |
| 65 | +# [,1] [,2] |
| 66 | +# [1,] 0.3 -0.1 |
| 67 | +# [2,] -0.1 0.1 |
| 68 | +# > print(cacheSolve(cacheMatrix)) |
| 69 | +# getting cached data |
| 70 | +# [,1] [,2] |
| 71 | +# [1,] 0.3 -0.1 |
| 72 | +# [2,] -0.1 0.1 |
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