The cone of rank-one matrices
Statement
Let .
- Show that and that it is closed and stable under multiplication by scalars.
- Show that is connected when .
Hint
For part 1, a rank-one matrix has one-dimensional column space. For part 2, the set is the image of the connected set under a continuous map.
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Solution
1. Description. If then every column is a multiple of , so . Conversely if , pick a nonzero column space generator ; each column of is for a scalar , so (and if the rank is ).
Closedness. iff all minors vanish. These are polynomials, so is the common zero set of continuous functions and is closed. It is stable under .
(Alternative: a limit of need not obviously be of this form if blow up; the minor characterisation avoids this issue.)
2. Connectedness of rank exactly . The map , is continuous, and its image is exactly the rank-one matrices (by part 1, a nonzero requires both ). For , is path connected (it is homotopy equivalent to , which is connected), hence so is the product, hence so is its continuous image.
Remark. For , "rank exactly " is , which is disconnected. In general is connected for and splits into two components ( and ) for .