Associate an undirected graph with a symmetric matrix's off-diagonal nonzero pattern. Eliminating vertex updates the remaining matrix by . Only pairs of neighbors of can acquire fill-in. If the graph is a tree, remove leaves successively: each eliminated vertex has at most one remaining neighbor, so only a diagonal entry can change. Every Schur complement of a positive-definite matrix is positive definite, so no zero pivot forces a different ordering. Leaf removal therefore constructs a perfect elimination ordering and a fill-free factorization.
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