Question
If the system of linear equations 2x + y z = 7 x 3y + 2z = 1 x + 4y + z = k, where , k R has infinitely many solutions, then + k is equal to:
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Solution
1. Understanding the Conditions for Infinitely Many Solutions
For a system of linear equations in three variables, say , , and , represented in matrix form as , there are specific conditions for it to have infinitely many solutions.
Let the coefficient matrix be , and the constant matrix be .
We define the following determinants:
- , where is formed by replacing the first column of with .
- , where is formed by replacing the second column of with .
- , where is formed by replacing the third column of with .
A system of linear equations has infinitely many solutions if and only if:
- (The determinant of the coefficient matrix is zero).
- , , and (All determinants formed by replacing a column of with are also zero).
Why these conditions?
- If , the system has a unique solution (by Cramer's Rule).
- If but at least one of is non-zero, the system is inconsistent and has no solution.
- The conditions and imply that the equations are linearly dependent and consistent, meaning they represent planes that either coincide or intersect along a common line, leading to infinitely many solutions.
2. Representing the System in Matrix Form
The given system of linear equations is:
We can write this system in the standard matrix form , where:
- is the coefficient matrix.
- is the column matrix of variables.
- is the column matrix of constants.
3. Determining using
For the system to have infinitely many solutions, the first condition is that the determinant of the coefficient matrix, , must be zero.
Let's calculate :
We expand this determinant along the first row for calculation:
Now, we apply the condition :
Explanation: By setting , we ensure that the system does not have a unique solution. This is a prerequisite for infinitely many solutions (or no solution). This step determines the specific value of that makes the coefficient matrix singular.
4. Determining using
Now that we have found , we need to satisfy the second set of conditions: , , and . We only need to use one of these conditions to find , as they must all hold true for infinite solutions. Let's use .
First, we construct the matrix by replacing the first column of with the constant matrix , and substitute :
Now, we calculate :
Expanding along the first row:
Finally, we apply the condition :
Explanation: Setting (along with ) ensures that the system is consistent. If and any of were non-zero, the system would be inconsistent (no solutions). This step allows us to determine the value of that guarantees consistency when .
Common Mistake Alert: Some students might stop after finding and assume that's enough. Remember, alone could mean either "no solution" or "infinitely many solutions". The additional conditions () are crucial to distinguish between these two cases.
5. Calculating
We found and . Now, we calculate their sum:
The final answer is .
6. Summary and Key Takeaways
To solve systems of linear equations for conditions like "infinitely many solutions" or "no solution," Cramer's Rule and the properties of determinants are essential.
- For infinitely many solutions: Both AND must be satisfied.
- For no solution: AND at least one of is non-zero.
- For a unique solution: .
In this problem, we systematically applied these conditions. First, helped us find . Then, one of the consistency conditions () allowed us to determine . Always double-check your determinant calculations, as a small error can propagate and lead to an incorrect answer.