Proofs from Kernel, image and rank
All proofs from Kernel, image and rank.
[PROOF]Linearity gives T(0)=0, so 0∈ker(T). If u1,u2∈ker(T), then
T(u1+u2)=T(u1)+T(u2)=0+0=0,so u1+u2∈ker(T). If u∈ker(T) and λ is a scalar, then
T(λu)=λT(u)=λ0=0,so λu∈ker(T). The subspace test now applies.
[PROOF]The image contains 0 because T(0)=0. If w1,w2∈im(T), write w1=T(v1) and w2=T(v2). Then
w1+w2=T(v1)+T(v2)=T(v1+v2),so w1+w2∈im(T). If w=T(v), then
λw=λT(v)=T(λv),so λw∈im(T). The subspace test now applies.