prove that rankA

prove that rank(A) <= min(m, n)

Solution

A matrix AMnm(R) is a representation of a linear transformation

f:RmRn

rank f=dim (Im f) n

rank f m

rank f min (m,n)

A matrix AMnm(R) is a representation of a linear transformation

f:RmRn

so the image of f is a subspace of Rn ,hence

rank f=dim (Im f) n

but also by the rank-nullity theorem we have

rank f m

Hence we find the desired result

rank f min (m,n)

prove that rank(A) <= min(m, n)SolutionA matrix AMnm(R) is a representation of a linear transformation f:RmRn rank f=dim (Im f) n rank f m rank f min (m,n) A

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