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cachematrix.R
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56 lines (50 loc) · 1.63 KB
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## Calculating the inverse of a matrix is a costly computation.
## The functions in this script provide a way to cache the inverse of a matrix during the
## first calculation and return the cached result with subsequent calls made to
## fetch the inverse of the same matrix
##
## Example Usage:
## > A <- matrix(c(1,2,3,4), nrow=2, ncol=2)
## > cachedMatrix <- makeCacheMatrix(A)
## > cacheSolve(cachedMatrix)
## [,1] [,2]
## [1,] -2 1.5
## [2,] 1 -0.5
## > cacheSolve(cachedMatrix)
## getting cached data
## [,1] [,2]
## [1,] -2 1.5
## [2,] 1 -0.5
## The `makeCacheMatrix` function takes in a matrix as a input and returns a
## list of getter and setter functions to cache and retrieve the data and the
## inverse of the matrix
makeCacheMatrix <- function(x = matrix()) {
m <- NULL
set <- function(y) {
x <<- y
m <<- NULL
}
get <- function() x
setInverse <- function(inverse) m <<- inverse
getInverse <- function() m
list(set = set,
get = get,
setInverse = setInverse,
getInverse = getInverse)
}
## The `cacheSolve` function takes in the list obtained from the
## `makeCacheMatrix` function, checks if the inverse if already calculated, and
## returns the cached result to skip the calculation if the inverse is obtained or
## calculates and stores the inverse which is used with subsequent calls
cacheSolve <- function(x, ...) {
## Return a matrix that is the inverse of 'x'
m <- x$getInverse()
if(!is.null(m)) {
message("getting cached data")
return(m)
}
data <- x$get()
m <- solve(data, ...)
x$setInverse(m)
m
}