Paper 2, Section II, F

Linear Algebra
Part IB, 2017

Let α:UV\alpha: U \rightarrow V and β:VW\beta: V \rightarrow W be linear maps between finite-dimensional real vector spaces.

Show that the rank r(βα)r(\beta \alpha) satisfies r(βα)min(r(β),r(α))r(\beta \alpha) \leqslant \min (r(\beta), r(\alpha)). Show also that r(βα)r(α)+r(β)dimVr(\beta \alpha) \geqslant r(\alpha)+r(\beta)-\operatorname{dim} V. For each of these two inequalities, give examples to show that we may or may not have equality.

Now let VV have dimension 2n2 n and let α:VV\alpha: V \rightarrow V be a linear map of rank 2n22 n-2 such that αn=0\alpha^{n}=0. Find the rank of αk\alpha^{k} for each 1kn11 \leqslant k \leqslant n-1.