Matrices with n distinct real eigenvalues
Statement
Show that the set of matrices in having distinct real eigenvalues is path connected.
Hint
Every such matrix is with diagonal with *strictly increasing* entries. Show that can be chosen in .
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Solution
Idea. is the image of , with the convex cone of strictly increasing diagonals, under a continuous map.
Step 1: parametrisation. Let with eigenvalues . The eigenvectors () are linearly independent (eigenvectors for distinct eigenvalues), so and
Step 2: can be arranged. Replacing by changes to and does not change (equivalently, with commutes with the diagonal matrix). So we may take .
Step 3: the parameter space. is convex (an intersection of open half-spaces), hence path connected. is path connected (Problem 8). So is path connected.
Step 4: the map. , is continuous (the inverse is a rational function with denominator ), and by Steps 1 and 2 its image is exactly . Therefore is the continuous image of a path connected set.
Conclusion. is path connected.
Remark. The Weyl chamber (ordering the eigenvalues) is what removes the ambiguity of permuting the eigenvectors. The proof shows more: is an open dense subset of the set of matrices with real spectrum. By contrast the set of matrices with distinct (possibly complex) eigenvalues is also connected when but requires a different argument.