Problem 34

Question

Describe what happens when Gaussian elimination is used to solve a system with dependent equations.

Step-by-Step Solution

Verified
Answer
When applying Gaussian elimination to a system with dependent equations (infinite solutions), the result is a matrix with a row (or rows) of all zeros aside from the constant on the right side of the equation. This indicates that the system has dependent equations with an infinite number of solutions.
1Step 1: Initial System
Consider a potential system with dependent equations: \(x + y + z = 4\), \(2x + 2y + 2z = 8\), and \(3x + 3y + 3z = 12\).
2Step 1: Apply Gaussian Elimination
Firstly, process of Gaussian elimination is applied to this system. This involves swapping equations around, multiplying entire equations by scalars, and adding equations to others in order to create a matrix with a clear diagonal from top-left to bottom-right and zeroes below this diagonal. For the system of dependent equations, we can simplify by dividing the second equation by 2 and third equation by 3 to obtain: \(x + y + z = 4\), \(x + y + z = 4\), and \(x + y + z = 4\).
3Step 2: Identify Dependent System
These equations are all the same, which illustrates how every solution to one equation will also be a solution to the others. This shows that our system of equations is dependent.
4Step 3: Final Matrix Form
After applying Gaussian elimination, you'll find that you end up with a row of zeroes in your matrix. In our case, After subtracting equation 2 from equation 1 or equation 3 from equation 1 or equation 2, we end up with the row of zeros in the matrix. Hence, The resultant matrix might look something like this: \(1x + 1y + 1z = 4\), \(0x + 0y + 0z = 0\), and \(0x + 0y + 0z = 0\).