distancePermutationManhattan: Manhattan Distance for Permutations
Description
Manhattan distance for permutations, scaled to values between 0 and 1:
$$d(x,y) = \frac{1}{r} \sum_{i=1}^n |x_i - y_i| $$
where n is the length of the permutations x and y, and scaling factor \(r=(n^2-1)/2\) (if n is odd)
or \(r=((n^2)/2\) (if n is even).
Usage
distancePermutationManhattan(x, y)
Value
numeric distance value $$d(x,y)$$, scaled to values between 0 and 1 (based on the maximum possible distance between two permutations)
x <- 1:5y <- c(5,1,2,3,4)
distancePermutationManhattan(x,y)
p <- replicate(10,sample(1:5),simplify=FALSE)
distanceMatrix(p,distancePermutationManhattan)