Greedy maximum correspondence from correlation matrix

Finds a one-to-one assignment (permutation) between rows and columns of a square correlation matrix that maximizes the total correlation score, using a greedy algorithm.

max_correspondence_greedy(cor_mat)

Arguments

cor_mat

A square numeric matrix of pairwise correlations (rows = items, cols = items).

Value

A vector of assignments (integer indices).