Before revision: The relationship is typically found using isotonic regression: let denote the vector of proximities, a monotonic transformation of , and the point distances; then coordinates have to be found, that minimize the so-called stress, Let be the dissimilarity between points .
After revision: Let be the dissimilarity between points .