Which one is correct, the following system of linear equations 2x – 3y + 4z = 7, 3x – 4y + 5z = 8, 4x – 5y + 6z = 9 has?
Correct Answer :
Infinitely many solutions
Solution :
The correct option is Infinitely many solutions.
To understand why this system of linear equations has infinitely many solutions, we can analyze the system step-by-step using matrix methods. Let us write down the given system of linear equations:
1)
2)
3)
We can represent this system as an augmented matrix :
(Row 1, denoted as )
(Row 2, denoted as )
(Row 3, denoted as )
Let us perform elementary row operations to reduce this matrix to row echelon form.
First, we can replace Row 3 () with :
For the x-coefficient:
For the y-coefficient:
For the z-coefficient:
For the constant term:
Now, our intermediate augmented matrix has the new Row 3:
Next, we perform the row operation to eliminate x from Row 2:
For the x-coefficient:
For the y-coefficient:
For the z-coefficient:
For the constant term:
Now, we compare the modified Row 2 and Row 3:
New Row 2:
New Row 3:
Since Row 2 and Row 3 are identical, subtracting Row 2 from Row 3 () results in a row of all zeros:
This means the rank of both the coefficient matrix and the augmented matrix is equal to 2. Because the rank (2) is less than the number of variables (3: x, y, and z), the system is consistent and has at least one free variable, which leads to infinitely many solutions.
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