104k views
1 vote
Given the linear equations 25x+5y+z=106.8, Solve using x∧ =(Aᵗ A)⁻¹b, find the error vector and its magnitude.

User Dariom
by
8.1k points

1 Answer

4 votes

Final answer:

To solve the given linear equation using the formula x∧ = (Aᵗ A)⁻¹b, we need to find the values of A and b. From the equation 25x + 5y + z = 106.8, we can determine the coefficient matrix A and the constant vector b. By substituting A, (Aᵗ A)⁻¹, and b into the formula x∧ = (Aᵗ A)⁻¹b, we can find the solution vector x.

Step-by-step explanation:

To solve the given linear equation using the formula x = (AṀ A)⁻⁻⁻⁻⁻⁻⁻⁻⁻⁻⁻b, we need to find the values of A and b.

From the equation 25x + 5y + z = 106.8, we can see that the coefficient matrix A is:

A = [[25, 5, 1]].

And the constant vector b is:

b = [[106.8]].

Now, we can calculate AṀ A and its inverse:

AṀ A = [[25, 5, 1], [5, 1, 0], [1, 0, 0]]

(AṀ A)⁻⁻⁻⁻⁻⁻⁻⁻⁻⁻⁻ = [[-0.04, 0.12, -0.08], [0.12, -0.36, 0.24], [-0.08, 0.24, -0.16]]

Finally, we can substitute A, (AṀ A)⁻⁻⁻⁻⁻⁻⁻⁻⁻⁻⁻, and b into the formula x = (AṀ A)⁻⁻⁻⁻⁻⁻⁻⁻⁻⁻⁻b to find the solution vector x.

User Vjayky
by
8.1k points