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If A is a matrix of order m×nm × n and BB is a matrix such that ABTAB^T and BTAB^TA are both well-defined matrices, then order of matrix B is

Solution

Correct Option: 3

Matrix A has order m×nm × n (m rows, n columns).

Matrix B exists such that ABTAB^T and BTAB^T A are both well-defined.

For matrix multiplication to be possible, the number of columns in the first matrix must equal the number of rows in the second matrix.


Let matrix B have order p×qp × q (p rows, q columns).

Then BTB^T (transpose of B) will have order q×pq × p.


For ABTAB^T to be well-defined:

A is (m×n)(m × n)

BTB^T is (q×p)(q × p)

Therefore, n=qn = q


For BTAB^T A to be well-defined:

BTB^T is (q×p)(q × p)

A is (m×n)(m × n)

Therefore, p=mp = m


From the two conditions:

p=mp = m

q=nq = n

Since B has order p×qp × q:

Order of matrix B =m×n= m × n

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