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Matrices & Determinants
Matrices and Determinants
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Question

If the system of linear equations 2x + y - z = 7 x - 3y + 2z = 1 x + 4y + δ\deltaz = k, where δ\delta, k \in R has infinitely many solutions, then δ\delta + 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 a1x+b1y+c1z=d1a_1x + b_1y + c_1z = d_1, a2x+b2y+c2z=d2a_2x + b_2y + c_2z = d_2, and a3x+b3y+c3z=d3a_3x + b_3y + c_3z = d_3, represented in matrix form as AX=BAX=B, there are specific conditions for it to have infinitely many solutions.

Let the coefficient matrix be A=(a1b1c1a2b2c2a3b3c3)A = \begin{pmatrix} a_1 & b_1 & c_1 \\ a_2 & b_2 & c_2 \\ a_3 & b_3 & c_3 \end{pmatrix}, and the constant matrix be B=(d1d2d3)B = \begin{pmatrix} d_1 \\ d_2 \\ d_3 \end{pmatrix}.

We define the following determinants:

  • Δ=det(A)\Delta = \det(A)
  • Δx=det(Ax)\Delta_x = \det(A_x), where AxA_x is formed by replacing the first column of AA with BB.
  • Δy=det(Ay)\Delta_y = \det(A_y), where AyA_y is formed by replacing the second column of AA with BB.
  • Δz=det(Az)\Delta_z = \det(A_z), where AzA_z is formed by replacing the third column of AA with BB.

A system of linear equations has infinitely many solutions if and only if:

  1. Δ=0\Delta = 0 (The determinant of the coefficient matrix is zero).
  2. Δx=0\Delta_x = 0, Δy=0\Delta_y = 0, and Δz=0\Delta_z = 0 (All determinants formed by replacing a column of AA with BB are also zero).

Why these conditions?

  • If Δ0\Delta \neq 0, the system has a unique solution (by Cramer's Rule).
  • If Δ=0\Delta = 0 but at least one of Δx,Δy,Δz\Delta_x, \Delta_y, \Delta_z is non-zero, the system is inconsistent and has no solution.
  • The conditions Δ=0\Delta = 0 and Δx=Δy=Δz=0\Delta_x = \Delta_y = \Delta_z = 0 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: 2x+yz=72x + y - z = 7 x3y+2z=1x - 3y + 2z = 1 x+4y+δz=kx + 4y + \delta z = k

We can write this system in the standard matrix form AX=BAX=B, where:

  • AA is the coefficient matrix.
  • XX is the column matrix of variables.
  • BB is the column matrix of constants.

A=(21113214δ),X=(xyz),B=(71k)A = \begin{pmatrix} 2 & 1 & -1 \\ 1 & -3 & 2 \\ 1 & 4 & \delta \end{pmatrix}, \quad X = \begin{pmatrix} x \\ y \\ z \end{pmatrix}, \quad B = \begin{pmatrix} 7 \\ 1 \\ k \end{pmatrix}

3. Determining δ\delta using Δ=0\Delta = 0

For the system to have infinitely many solutions, the first condition is that the determinant of the coefficient matrix, Δ=det(A)\Delta = \det(A), must be zero.

Let's calculate Δ\Delta: Δ=21113214δ\Delta = \left| {\begin{matrix} 2 & 1 & -1 \\ 1 & -3 & 2 \\ 1 & 4 & \delta \end{matrix} } \right|

We expand this 3×33 \times 3 determinant along the first row for calculation: Δ=2((3)(δ)(2)(4))1((1)(δ)(2)(1))+(1)((1)(4)(3)(1))\Delta = 2 \cdot ((-3)(\delta) - (2)(4)) - 1 \cdot ((1)(\delta) - (2)(1)) + (-1) \cdot ((1)(4) - (-3)(1)) Δ=2(3δ8)1(δ2)1(4+3)\Delta = 2(-3\delta - 8) - 1(\delta - 2) - 1(4 + 3) Δ=6δ16δ+27\Delta = -6\delta - 16 - \delta + 2 - 7 Δ=7δ21\Delta = -7\delta - 21

Now, we apply the condition Δ=0\Delta = 0: 7δ21=0-7\delta - 21 = 0 7δ=21-7\delta = 21 δ=217\delta = \frac{21}{-7} δ=3\boxed{\delta = -3}

Explanation: By setting Δ=0\Delta = 0, 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 δ\delta that makes the coefficient matrix singular.

4. Determining kk using Δx=0\Delta_x = 0

Now that we have found δ=3\delta = -3, we need to satisfy the second set of conditions: Δx=0\Delta_x = 0, Δy=0\Delta_y = 0, and Δz=0\Delta_z = 0. We only need to use one of these conditions to find kk, as they must all hold true for infinite solutions. Let's use Δx=0\Delta_x = 0.

First, we construct the matrix AxA_x by replacing the first column of AA with the constant matrix BB, and substitute δ=3\delta = -3: Ax=(711132k43)A_x = \begin{pmatrix} 7 & 1 & -1 \\ 1 & -3 & 2 \\ k & 4 & -3 \end{pmatrix}

Now, we calculate Δx=det(Ax)\Delta_x = \det(A_x): Δx=711132k43\Delta_x = \left| {\begin{matrix} 7 & 1 & -1 \\ 1 & -3 & 2 \\ k & 4 & -3 \end{matrix} } \right|

Expanding along the first row: Δx=7((3)(3)(2)(4))1((1)(3)(2)(k))+(1)((1)(4)(3)(k))\Delta_x = 7 \cdot ((-3)(-3) - (2)(4)) - 1 \cdot ((1)(-3) - (2)(k)) + (-1) \cdot ((1)(4) - (-3)(k)) Δx=7(98)1(32k)1(4+3k)\Delta_x = 7(9 - 8) - 1(-3 - 2k) - 1(4 + 3k) Δx=7(1)(32k)(4+3k)\Delta_x = 7(1) - (-3 - 2k) - (4 + 3k) Δx=7+3+2k43k\Delta_x = 7 + 3 + 2k - 4 - 3k Δx=104k\Delta_x = 10 - 4 - k Δx=6k\Delta_x = 6 - k

Finally, we apply the condition Δx=0\Delta_x = 0: 6k=06 - k = 0 k=6\boxed{k = 6}

Explanation: Setting Δx=0\Delta_x = 0 (along with Δ=0\Delta = 0) ensures that the system is consistent. If Δ=0\Delta = 0 and any of Δx,Δy,Δz\Delta_x, \Delta_y, \Delta_z were non-zero, the system would be inconsistent (no solutions). This step allows us to determine the value of kk that guarantees consistency when Δ=0\Delta=0.

Common Mistake Alert: Some students might stop after finding Δ=0\Delta=0 and assume that's enough. Remember, Δ=0\Delta=0 alone could mean either "no solution" or "infinitely many solutions". The additional conditions (Δx=Δy=Δz=0\Delta_x = \Delta_y = \Delta_z = 0) are crucial to distinguish between these two cases.

5. Calculating δ+k\delta + k

We found δ=3\delta = -3 and k=6k = 6. Now, we calculate their sum: δ+k=3+6\delta + k = -3 + 6 δ+k=3\delta + k = 3

The final answer is 3\boxed{3}.

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 Δ=0\Delta = 0 AND Δx=Δy=Δz=0\Delta_x = \Delta_y = \Delta_z = 0 must be satisfied.
  • For no solution: Δ=0\Delta = 0 AND at least one of Δx,Δy,Δz\Delta_x, \Delta_y, \Delta_z is non-zero.
  • For a unique solution: Δ0\Delta \neq 0.

In this problem, we systematically applied these conditions. First, Δ=0\Delta=0 helped us find δ\delta. Then, one of the consistency conditions (Δx=0\Delta_x=0) allowed us to determine kk. Always double-check your determinant calculations, as a small error can propagate and lead to an incorrect answer.

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