A set of linear equations are given as follows: |-14 x -19 y +18 z = 307 +5 x +10 y -2 z = -112 -4 x +13 y +14 z = -25 If the above system of linear equations is represented by the matrix system Av = b where the unknown vector v'=[x y z], A = coefficient of the linear systems, and b=right-hand side vector. 1) Write the matrix A. 2) Using a for-loop, write a Matlab-code to compute matrix-matrix product, i.e., C=A*A. 3) Select the correct value of C*b from the choices below? Choices O[-26767, -2382, -25951]" |[-26763, -2379, -25951]" [-26769, -2385, -25951]T |[-26767, -2386, -25953]"|

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## Linear Equations and Matrix Representation

A set of linear equations are given as follows:

\[
\begin{align*}
-14x - 19y + 18z &= 307 \\
+5x + 10y - 2z &= -112 \\
-4x + 13y + 14z &= -25 \\
\end{align*}
\]

### Task

If the above system of linear equations is represented by the matrix system \( Av = b \), where:
- \( v^T = [x, y, z] \) (the unknown vector),
- \( A \) is the coefficient matrix of the linear systems,
- \( b \) is the right-hand side vector,

#### Please Complete the Following:

1. **Write the matrix \( A \):**

   \( A = \begin{bmatrix} -14 & -19 & 18 \\ 5 & 10 & -2 \\ -4 & 13 & 14 \end{bmatrix} \)

2. **Using a `for` loop, write MATLAB code to compute the matrix-matrix product, i.e., \( C = A \times A \):**

   ```matlab
   % Define matrix A
   A = [-14, -19, 18; 5, 10, -2; -4, 13, 14];

   % Initialize matrix C with zeros
   C = zeros(size(A));

   % Calculate the matrix-matrix product
   for i = 1:size(A, 1)
       for j = 1:size(A, 2)
           C(i, j) = 0;
           for k = 1:size(A, 2)
               C(i, j) = C(i, j) + A(i, k) * A(k, j);
           end
       end
   end

   % Display the result
   disp(C);
   ```

3. **Select the correct value of \( C \times b \) from the choices below:**

#### Choices

- \([ -26767, -2382, -25951]^T\)
- \([ -26763, -2379, -25951]^T\)
- \([ -26769, -2385, -25951]^T\)
- \([ -26767, -2386, -25953]^T\)
Transcribed Image Text:## Linear Equations and Matrix Representation A set of linear equations are given as follows: \[ \begin{align*} -14x - 19y + 18z &= 307 \\ +5x + 10y - 2z &= -112 \\ -4x + 13y + 14z &= -25 \\ \end{align*} \] ### Task If the above system of linear equations is represented by the matrix system \( Av = b \), where: - \( v^T = [x, y, z] \) (the unknown vector), - \( A \) is the coefficient matrix of the linear systems, - \( b \) is the right-hand side vector, #### Please Complete the Following: 1. **Write the matrix \( A \):** \( A = \begin{bmatrix} -14 & -19 & 18 \\ 5 & 10 & -2 \\ -4 & 13 & 14 \end{bmatrix} \) 2. **Using a `for` loop, write MATLAB code to compute the matrix-matrix product, i.e., \( C = A \times A \):** ```matlab % Define matrix A A = [-14, -19, 18; 5, 10, -2; -4, 13, 14]; % Initialize matrix C with zeros C = zeros(size(A)); % Calculate the matrix-matrix product for i = 1:size(A, 1) for j = 1:size(A, 2) C(i, j) = 0; for k = 1:size(A, 2) C(i, j) = C(i, j) + A(i, k) * A(k, j); end end end % Display the result disp(C); ``` 3. **Select the correct value of \( C \times b \) from the choices below:** #### Choices - \([ -26767, -2382, -25951]^T\) - \([ -26763, -2379, -25951]^T\) - \([ -26769, -2385, -25951]^T\) - \([ -26767, -2386, -25953]^T\)
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