1.II.14E

Linear Mathematics | Part IB, 2003

(a) Let U,U′U, U^{\prime} be subspaces of a finite-dimensional vector space VV. Prove that dim⁡(U+U′)=dim⁡U+dim⁡U′−dim⁡(U∩U′).\operatorname{dim}\left(U+U^{\prime}\right)=\operatorname{dim} U+\operatorname{dim} U^{\prime}-\operatorname{dim}\left(U \cap U^{\prime}\right) .

(b) Let VV and WW be finite-dimensional vector spaces and let α\alpha and β\beta be linear maps from VV to WW. Prove that

rank⁡(α+β)⩽rank⁡α+rank⁡β\operatorname{rank}(\alpha+\beta) \leqslant \operatorname{rank} \alpha+\operatorname{rank} \beta

(c) Deduce from this result that

rank⁡(α+β)⩾∣rank⁡α−rank⁡β∣\operatorname{rank}(\alpha+\beta) \geqslant|\operatorname{rank} \alpha-\operatorname{rank} \beta|

(d) Let V=W=RnV=W=\mathbb{R}^{n} and suppose that 1⩽r⩽s⩽n1 \leqslant r \leqslant s \leqslant n. Exhibit linear maps α,β:V→W\alpha, \beta: V \rightarrow W such that rank⁡α=r,rank⁡β=s\operatorname{rank} \alpha=r, \operatorname{rank} \beta=s and rank⁡(α+β)=s−r\operatorname{rank}(\alpha+\beta)=s-r. Suppose that r+s⩾nr+s \geqslant n. Exhibit linear maps α,β:V→W\alpha, \beta: V \rightarrow W such that rank⁡α=r,rank⁡β=s\operatorname{rank} \alpha=r, \operatorname{rank} \beta=s and rank⁡(α+β)=n\operatorname{rank}(\alpha+\beta)=n.

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