If a matrix has eigenvalues of multiplicity greater than 1, generally those eigenvalues are more sensitive to small changes in the matrix. This means that small changes in thematrix might cause significant changes in its eigenvalues.
How many linearly independent eigenvectors does A have?
propose a relationship between and that might account for what you see.
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