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I would like to see two new seriate methods to permute a sparse matrix into doubly-bordered block-diagonal (DBBD) form and singly-bordered block-diagonal (SBBD) form.
Permuting Sparse Rectangular Matrices into Block-Diagonal Form (2002)
Cevdet Aykanat , Ali Pinar , Ümit V. Catalyürek