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For which nmmatrices Adoes the equation

dim(kerA)=dim(kerAT)hold? Explain.

Short Answer

Expert verified

dimkerA=dimkerATm=n, i.e., the matrix A is square matrix.

Step by step solution

01

A is an n × m matrices.

It wants to find the matrices of size nm such that

dimkerA=dimkerAT

Observe that for any nm matrices A it has

dimimA=rankA ..鈥. (1)

According to the rank nullity theorem

dimkerA=dimimA=n 鈥︹ (2)

And ABT=BTAT for all mpmatrices Aand for all pnmatrices B.

rankA=rankAT 鈥︹ (3)

Since, A is an nmmatrix, so ATis m x n ,

From the equation (2) and (3) it gives,

dimkerAT+rankAT=ndimkerAT=n-rankATdimkerA=m-rankAFurthersolveaboveexpression,dimkerA=n-rankATm-rankA=n-rankATm-rankA=n-rankAm=n

Hence, dimkerA=dimkerATm=n, i.e., the matrix A will be square matrix.

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