linear-algebra


Eigenvalues of large symmetric matrices


When I try to compute the eigenvalues of the adjacency matrix of a very large graph I get, what can be charitably described as, garbage. In particular, since the graph is four-regular, the eigenvalues should be in $[-4, 4]$ but they are visibly not. I used Matlab (via MATLink), and got the same problems, so this is clearly an issue that transcends mathematica. The question is: what is the best way to deal with it? I am sure MATLAB and Mathematica use the venerable EISPAK code, so there may be something newer/better

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