1. Direct-relation matrix A from expert pairwise influence judgements.
A=[aij]n×n,aij∈{0,1,2,3,4}
2. Normalised direct relation X = A / max(row sum, col sum).
X=max(maxi∑jaij, maxj∑iaij)A
3. Total relation matrix T = X(I − X)^{−1}.
T=X(I−X)−1
4. Row sums D and column sums R; prominence D+R, relation D−R.
Di=j∑tij, Rj=i∑tij; Prominence=D+R, Relation=D−R
5. Return the causal map; optionally derive prominence-normalized weights only when explicitly requested.
optional: wj=∑k(Dk+Rk)Dj+Rj