Let A and B be m × n and r × s matrices respectively. Use summation notation to define (ab)ij , the ijth entry of the product AB. Explain carefully why we need n = r for this definition to make sense.

Respuesta :

Matrix are group of numbers represented using rows and columns.

The reason why we need [tex]\mathbf{n = r}[/tex] is that: The rows of matrix A would be multiplied by the columns of matrix B;

From the question, we have:

[tex]\mathbf{A = m \times n}[/tex]

[tex]\mathbf{B = r \times s}[/tex]

When the product of both matrices is taken, the dimension of the resulting matrix is: [tex]\mathbf{AB = m \times s}[/tex]

The above dimension of AB means that: [tex]\mathbf{n = r}[/tex]

The possible interpretations are:

  • The column of A must-have the same value has the row of B
  • The columns of A would be multiplied to the rows of B, to calculate AB

So, the meaning of [tex]\mathbf{(AB)_{ij}}[/tex] is that

The elements in the i-th row of matrix A, are multiplied by the elements in the j-th column of B

Hence, the reason why we need [tex]\mathbf{n = r}[/tex] is that:

The rows of matrix A would be multiplied by the columns of matrix B; so they need to be equal.

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