function L = laplacian(A); % LAPLACIAN : Laplacian matrix of a graph. % % L = laplacian(A) returns a matrix whose nonzero structure is that of A+A' % (including any explicit zeros in A) with all values -1, % plus a diagonal to make all row sums zero. % This is the Laplacian matrix of the graph, which is positive % semidefinite, with an eigenvalue 0 of multiplicity equal to % the number of connected components. % % See also FIEDLER, SPECPARTITION. % % John Gilbert 9 March 1993 % Copyright (c) 1992-1994 by Xerox Corporation. All rights reserved. [n,m] = size(A); if n ~= m, error ('Matrix must be square.'), end L = - spones(A|A'); L = L - diag(sum(L)); if ~issparse(A) L = full(L); end;