Matrix Multiplication

Rarely Tested

Matrix Multiplication

## Formula

If $$a$$ is of order $m\times n$ and $$b$$ is of order $n\times p$, then:

$$AB=C$$

where $$c$$ is of order:

$$m\times p$$

and:

$$c_{ij}=\sum_{k=1}^{n}a_{ik}b_{kj}$$

## Condition

The number of columns of $$a$$ must equal the number of rows of $$b$$.

## Usage

- Used to multiply matrices and represent systems of linear transformations.

Question 1

Let $$\mathbb{R}$$ denote the set of all real numbers and let $$i=\sqrt{-1}$$. Consider the matrices

$$S=\begin{bmatrix}0&-1\\1&0\end{bmatrix}\quad\text{and}\quad T=\begin{bmatrix}1&1\\0&1\end{bmatrix}.$$

Let $$a,b,c,d$$ be real numbers such that

$$ST=\begin{bmatrix}a&b\\c&d\end{bmatrix}.$$

Let

$$H=\{\,x+iy:\;x,y\in\mathbb{R}\;\text{and}\;y>0\,\}.$$

Then which of the following statements is (are) TRUE?

Question 2

Let $$A=\begin{bmatrix} 1&1&1\\ 0&1&1\\ 0&0&1 \end{bmatrix}$$ be a $$3\times3$$ matrix. If a matrix $$B$$ satisfies $$A^{50}B= \begin{bmatrix} 1&0&0\\ 0&2&0\\0&0&3 \end{bmatrix},$$ then the sum of all the elements in the first row of $$B$$ is:

Question 3

If $$A=\begin{pmatrix}1&2\\-1&3\end{pmatrix}$$ what is the trace of the matrix $$(A^2-4A)$$ ?

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