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Matrices & Determinants
Matrices and Determinants
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The system of equations x+y+z=6,x+2y+5z=9,x+5y+λz=μ,\begin{aligned} & x+y+z=6, \\ & x+2 y+5 z=9, \\ & x+5 y+\lambda z=\mu, \end{aligned} has no solution if

Options

Solution

Key Concepts and Formulas

To analyze the nature of solutions for a system of three linear equations in three variables, we use determinants, often associated with Cramer's Rule. For a system: a1x+b1y+c1z=d1a2x+b2y+c2z=d2a3x+b3y+c3z=d3\begin{aligned} a_1x + b_1y + c_1z &= d_1 \\ a_2x + b_2y + c_2z &= d_2 \\ a_3x + b_3y + c_3z &= d_3 \end{aligned} We define the following determinants:

  • D=a1b1c1a2b2c2a3b3c3D = \begin{vmatrix} a_1 & b_1 & c_1 \\ a_2 & b_2 & c_2 \\ a_3 & b_3 & c_3 \end{vmatrix} (Determinant of the coefficient matrix)
  • Dx=d1b1c1d2b2c2d3b3c3D_x = \begin{vmatrix} d_1 & b_1 & c_1 \\ d_2 & b_2 & c_2 \\ d_3 & b_3 & c_3 \end{vmatrix} (Replacing xx-coefficients with constant terms)
  • Dy=a1d1c1a2d2c2a3d3c3D_y = \begin{vmatrix} a_1 & d_1 & c_1 \\ a_2 & d_2 & c_2 \\ a_3 & d_3 & c_3 \end{vmatrix} (Replacing yy-coefficients with constant terms)
  • Dz=a1b1d1a2b2d2a3b3d3D_z = \begin{vmatrix} a_1 & b_1 & d_1 \\ a_2 & b_2 & d_2 \\ a_3 & b_3 & d_3 \end{vmatrix} (Replacing zz-coefficients with constant terms)

The nature of the solutions is determined by these determinants:

  • Unique Solution: The system has a unique solution if D0D \neq 0.
  • No Solution (Inconsistent System): The system has no solution if D=0D=0 AND at least one of Dx,Dy,DzD_x, D_y, D_z is non-zero.
  • Infinitely Many Solutions (Consistent, Dependent System): The system has infinitely many solutions if D=0D=0 AND Dx=0D_x=0 AND Dy=0D_y=0 AND Dz=0D_z=0.

We are looking for the conditions under which the system has no solution.

Step-by-Step Solution

Given the system of equations: x+y+z=6,x+2y+5z=9,x+5y+λz=μ,\begin{aligned} & x+y+z=6, \\ & x+2 y+5 z=9, \\ & x+5 y+\lambda z=\mu, \end{aligned}

Step 1: Calculate the Determinant of the Coefficient Matrix (DD) The first step is to calculate DD. If D0D \neq 0, there is a unique solution, which is not what we want. If D=0D=0, we proceed to check for no solution or infinitely many solutions.

The coefficient matrix is: D=11112515λD = \begin{vmatrix} 1 & 1 & 1 \\ 1 & 2 & 5 \\ 1 & 5 & \lambda \end{vmatrix} To simplify the calculation, we perform row operations R2R2R1R_2 \to R_2 - R_1 and R3R3R1R_3 \to R_3 - R_1. These operations do not change the value of the determinant: D=1111121511151λ1=11101404λ1D = \begin{vmatrix} 1 & 1 & 1 \\ 1-1 & 2-1 & 5-1 \\ 1-1 & 5-1 & \lambda-1 \end{vmatrix} = \begin{vmatrix} 1 & 1 & 1 \\ 0 & 1 & 4 \\ 0 & 4 & \lambda-1 \end{vmatrix} Now, expand the determinant along the first column, which has two zeros: D=1((1)(λ1)(4)(4))0+0D = 1 \cdot \left( (1)(\lambda-1) - (4)(4) \right) - 0 + 0 D=(λ1)16D = (\lambda-1) - 16 D=λ17D = \lambda - 17 For the system to have no solution (or infinitely many solutions), we must have D=0D=0. Setting D=0D=0: λ17=0    λ=17\lambda - 17 = 0 \implies \lambda = 17

Step 2: Calculate DzD_z to Determine the Nature of Solutions when D=0D=0 Since D=0D=0 when λ=17\lambda=17, the system either has no solution or infinitely many solutions. To distinguish between these two cases, we need to calculate at least one of Dx,Dy,DzD_x, D_y, D_z. If any of these is non-zero, the system has no solution. If all are zero, it has infinitely many solutions. We'll calculate DzD_z as it involves the constant term μ\mu.

DzD_z is formed by replacing the zz-coefficients column with the constant terms (6,9,μ)(6, 9, \mu): Dz=11612915μD_z = \begin{vmatrix} 1 & 1 & 6 \\ 1 & 2 & 9 \\ 1 & 5 & \mu \end{vmatrix} Again, use row operations R2R2R1R_2 \to R_2 - R_1 and R3R3R1R_3 \to R_3 - R_1 to simplify: Dz=1161121961151μ6=11601304μ6D_z = \begin{vmatrix} 1 & 1 & 6 \\ 1-1 & 2-1 & 9-6 \\ 1-1 & 5-1 & \mu-6 \end{vmatrix} = \begin{vmatrix} 1 & 1 & 6 \\ 0 & 1 & 3 \\ 0 & 4 & \mu-6 \end{vmatrix} Expand along the first column: Dz=1((1)(μ6)(3)(4))0+0D_z = 1 \cdot \left( (1)(\mu-6) - (3)(4) \right) - 0 + 0 Dz=(μ6)12D_z = (\mu-6) - 12 Dz=μ18D_z = \mu - 18

Step 3: Apply the Condition for "No Solution" For the system to have no solution, we must satisfy two conditions:

  1. D=0D=0
  2. At least one of Dx,Dy,DzD_x, D_y, D_z must be non-zero.

From Step 1, we found D=0    λ=17D=0 \implies \lambda = 17. From Step 2, we found Dz=μ18D_z = \mu - 18. For DzD_z to be non-zero, we must have: μ180    μ18\mu - 18 \neq 0 \implies \mu \neq 18 Combining these conditions, the system has no solution if λ=17\lambda = 17 and μ18\mu \neq 18.

Step 4: Match with Options Comparing our derived conditions with the given options:

  • (A) λ=17,μ=18\lambda=17, \mu=18: Here D=0D=0 and Dz=0D_z=0. Further checks (for Dx,DyD_x, D_y) would show they are also zero, leading to infinitely many solutions.
  • (B) λ=17,μ18\lambda=17, \mu \neq 18: This exactly matches our derived conditions for no solution (D=0D=0 and Dz0D_z \neq 0).
  • (C) λ=15,μ17\lambda=15, \mu \neq 17: Here D=1517=20D = 15-17 = -2 \neq 0, so there is a unique solution.
  • (D) λ17,μ18\lambda \neq 17, \mu \neq 18: Here D0D \neq 0, so there is a unique solution.

Therefore, the system has no solution if λ=17\lambda=17 and μ18\mu \neq 18.

Common Mistakes & Tips

  • Confusing No Solution with Infinite Solutions: This is the most frequent error. Remember that D=0D=0 is a necessary condition for both, but the values of Dx,Dy,DzD_x, D_y, D_z differentiate them: non-zero for no solution, all zero for infinitely many solutions.
  • Incorrect Determinant Calculation: Be careful with signs and arithmetic when expanding determinants, especially after applying row/column operations.
  • Ignoring Row/Column Operations: Using row or column operations to introduce zeros before expanding a determinant can significantly simplify calculations and reduce errors. For instance, making all but one element zero in a row or column is a powerful technique.

Summary

To determine the conditions for a system of linear equations to have no solution, we first calculate the determinant of the coefficient matrix (DD). For no solution, DD must be zero. If D=0D=0, we then calculate DxD_x, DyD_y, and DzD_z. For no solution, at least one of these determinants must be non-zero. In this problem, we found D=λ17D = \lambda - 17, so D=0D=0 implies λ=17\lambda=17. We also found Dz=μ18D_z = \mu - 18. For the system to have no solution, we need D=0D=0 and Dz0D_z \neq 0 (or Dx0D_x \neq 0 or Dy0D_y \neq 0). Thus, λ=17\lambda=17 and μ18\mu \neq 18 are the conditions for no solution. This corresponds to option (B).

The final answer is (B)\boxed{\text{(B)}}.

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