/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 42 $$\text {Let } A=\left[\begin{ar... [FREE SOLUTION] | 91Ó°ÊÓ

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$$\text {Let } A=\left[\begin{array}{rr} -2 & 4 \\ 0 & 3 \end{array}\right] \text { and } B=\left[\begin{array}{rr} -6 & 2 \\ 4 & 0 \end{array}\right] . \text { Find each of the following.}$$ $$-2 A+4 B$$

Short Answer

Expert verified
\[ -2A + 4B = \begin{bmatrix} -20 & 0 \ 16 & -6 \end{bmatrix} \]

Step by step solution

01

Multiply matrix A by -2

First, multiply each element of matrix A by -2. Matrix A is \[ A = \begin{bmatrix} -2 & 4 \ 0 & 3 \end{bmatrix} \] Multiplying each element by -2 gives: \[ -2A = \begin{bmatrix} -2 \cdot -2 & 4 \cdot -2 \ 0 \cdot -2 & 3 \cdot -2 \end{bmatrix} = \begin{bmatrix} 4 & -8 \ 0 & -6 \end{bmatrix} \]
02

Multiply matrix B by 4

Next, multiply each element of matrix B by 4. Matrix B is \[ B = \begin{bmatrix} -6 & 2 \ 4 & 0 \end{bmatrix} \] Multiplying each element by 4 gives: \[ 4B = \begin{bmatrix} 4 \cdot (-6) & 4 \cdot 2 \ 4 \cdot 4 & 4 \cdot 0 \end{bmatrix} = \begin{bmatrix} -24 & 8 \ 16 & 0 \end{bmatrix} \]
03

Add the resulting matrices

Finally, add the two resulting matrices from the previous steps: \[ -2A + 4B = \begin{bmatrix} 4 & -8 \ 0 & -6 \end{bmatrix} + \begin{bmatrix} -24 & 8 \ 16 & 0 \end{bmatrix} \] This addition is performed element-wise: \[ -2A + 4B = \begin{bmatrix} 4 + (-24) & -8 + 8 \ 0 + 16 & -6 + 0 \end{bmatrix} = \begin{bmatrix} -20 & 0 \ 16 & -6 \end{bmatrix} \]

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Matrix Multiplication
Matrix multiplication is a fundamental operation where two matrices are multiplied together to produce a new matrix.
To perform matrix multiplication, each element of the resulting matrix is computed as the sum of products of elements from the rows of the first matrix and columns of the second matrix.
It's important to remember that matrix multiplication is not commutative; thus, the order in which you multiply the matrices matters. The formula for multiplying two matrices, \(A\) and \(B\), where \(A\) is of size \(m \times n\) and \(B\) is of size \(n \times p\), is given by:
\( (AB)_{ij} = \text{sum of } (A_{ik} \times B_{kj}) \text{ for } k=1 \text{ to } n \)

For example, multiplying \[ \begin{bmatrix} 2 & 3 \ 4 & 5 \end{bmatrix} \] and \[ \begin{bmatrix} 6 & 7 \ 8 & 9 \end{bmatrix} \] involves combining the elements as follows: \[ \begin{bmatrix} (2 \times 6 + 3 \times 8) & (2 \times 7 + 3 \times 9) \ (4 \times 6 + 5 \times 8) & (4 \times 7 + 5 \times 9) \end{bmatrix} = \begin{bmatrix} 36 & 41 \ 62 & 69 \end{bmatrix} \]
This showcases the complexity and structure that matrix multiplication brings to linear algebra.
Scalar Multiplication
Scalar multiplication involves multiplying each element of a matrix by a single number, known as a scalar.
This operation is straightforward but crucial in matrix algebra. If you have a matrix \(A\) and a scalar \(k\), the result of the scalar multiplication \(kA\) is obtained by multiplying every element of \(A\) by \(k\).
For instance, consider matrix \(A = \begin{bmatrix} 1 & 2 \ 3 & 4 \end{bmatrix}\) and scalar \(k = 3\). The resulting matrix would be:\[ 3A = \begin{bmatrix} 3 \times 1 & 3 \times 2 \ 3 \times 3 & 3 \times 4 \end{bmatrix} = \begin{bmatrix} 3 & 6 \ 9 & 12 \end{bmatrix} \]
This simplicity makes scalar multiplication a fundamental tool in various matrix equations and transformations.
In our exercise, we computed -2A and 4B by scalar multiplication. For \(A = \begin{bmatrix} -2 & 4 \ 0 & 3 \end{bmatrix}\) and scalar -2, the result is:\[ -2A = \begin{bmatrix} -2 \times -2 & 4 \times -2 \ 0 \times -2 & 3 \times -2 \end{bmatrix} = \begin{bmatrix} 4 & -8 \ 0 & -6 \end{bmatrix} \].
Similarly, for \(B = \begin{bmatrix} -6 & 2 \ 4 & 0 \end{bmatrix}\) and scalar 4:\[ 4B = \begin{bmatrix} 4 \times -6 & 4 \times 2 \ 4 \times 4 & 4 \times 0 \end{bmatrix} = \begin{bmatrix} -24 & 8 \ 16 & 0 \end{bmatrix} \].
Matrix Addition
Matrix addition is the process of adding two matrices by adding the corresponding entries together. To perform matrix addition, the two matrices must have the same dimensions.
If matrix \(A\) is of size \(m \times n\) and matrix \(B\) is also of size \(m \times n\), their sum matrix \(C = A + B\) will also be of size \(m \times n\). The \((i,j)\)-th entry of \(C\) is given by: \( C_{ij} = A_{ij} + B_{ij} \).
For example, adding matrices \[ \begin{bmatrix} 1 & 2 \ 3 & 4 \end{bmatrix} \] and \[ \begin{bmatrix} 5 & 6 \ 7 & 8 \end{bmatrix} \] results in: \[ \begin{bmatrix} 1 + 5 & 2 + 6 \ 3 + 7 & 4 + 8 \end{bmatrix} = \begin{bmatrix} 6 & 8 \ 10 & 12 \end{bmatrix} \].
Returning to our exercise, after multiplying the matrices by scalars, we added \( -2A \) and \( 4B \). The resulting matrices were:\[ \begin{bmatrix} 4 & -8 \ 0 & -6 \end{bmatrix} \] and \[ \begin{bmatrix} -24 & 8 \ 16 & 0 \end{bmatrix} \].
Adding these element-wise, we performed:\( -2A + 4B = \begin{bmatrix} 4 + (-24) & -8 + 8 \ 0 + 16 & -6 + 0 \end{bmatrix} = \begin{bmatrix} -20 & 0 \ 16 & -6 \end{bmatrix} \).
This final matrix is the solution to the problem.

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