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Matrices & Determinants
Matrices and Determinants
Hard

Question

If the system of linear equations : x+y+2z=62x+3y+az=a+1x3y+bz=2 b\begin{aligned} & x+y+2 z=6 \\ & 2 x+3 y+\mathrm{az}=\mathrm{a}+1 \\ & -x-3 y+\mathrm{b} z=2 \mathrm{~b} \end{aligned} where a,bRa, b \in \mathbf{R}, has infinitely many solutions, then 7a+3b7 a+3 b is equal to :

Options

Solution

Key Concepts and Formulas

  • System of Linear Equations: A system of nn linear equations in nn variables can be represented in matrix form as AX=BAX=B, where AA is the n×nn \times n coefficient matrix, XX is the column vector of variables, and BB is the column vector of constants.
  • Conditions for Infinitely Many Solutions (Cramer's Rule): For a system of three linear equations in three variables (x,y,zx, y, z) to have infinitely many solutions, the following two conditions must be satisfied:
    1. The determinant of the coefficient matrix AA, denoted as det(A)\det(A) or Δ\Delta, must be zero. This indicates that the equations are linearly dependent. Δ=det(A)=0\Delta = \det(A) = 0
    2. The system must be consistent. This means that all the determinants Δx,Δy,Δz\Delta_x, \Delta_y, \Delta_z (formed by replacing the respective variable's coefficient column in AA with the constant vector BB) must also be zero. Δx=0,Δy=0,Δz=0\Delta_x = 0, \quad \Delta_y = 0, \quad \Delta_z = 0 If Δ=0\Delta=0 but at least one of Δx,Δy,Δz\Delta_x, \Delta_y, \Delta_z is non-zero, the system has no solution (it is inconsistent).

The given system of linear equations is:

x+y+2z=62x+3y+az=a+1x3y+bz=2b\begin{aligned} x+y+2z &= 6 \\ 2x+3y+az &= a+1 \\ -x-3y+bz &= 2b \end{aligned}

The corresponding matrix form AX=BAX=B is:

(11223a13b)(xyz)=(6a+12b)\begin{pmatrix} 1 & 1 & 2 \\ 2 & 3 & a \\ -1 & -3 & b \end{pmatrix} \begin{pmatrix} x \\ y \\ z \end{pmatrix} = \begin{pmatrix} 6 \\ a+1 \\ 2b \end{pmatrix}

Here, the coefficient matrix is A=(11223a13b)A = \begin{pmatrix} 1 & 1 & 2 \\ 2 & 3 & a \\ -1 & -3 & b \end{pmatrix} and the constant vector is B=(6a+12b)B = \begin{pmatrix} 6 \\ a+1 \\ 2b \end{pmatrix}.


Step-by-Step Solution

Step 1: Calculate the determinant of the coefficient matrix, Δ\Delta, and set it to zero. For infinitely many solutions, the first condition is Δ=det(A)=0\Delta = \det(A) = 0.

Δ=11223a13b\Delta = \begin{vmatrix} 1 & 1 & 2 \\ 2 & 3 & a \\ -1 & -3 & b \end{vmatrix}

Expanding the determinant along the first row:

Δ=13a3b12a1b+22313\Delta = 1 \cdot \begin{vmatrix} 3 & a \\ -3 & b \end{vmatrix} - 1 \cdot \begin{vmatrix} 2 & a \\ -1 & b \end{vmatrix} + 2 \cdot \begin{vmatrix} 2 & 3 \\ -1 & -3 \end{vmatrix} Δ=1(3ba(3))1(2ba(1))+2(2(3)3(1))\Delta = 1(3b - a(-3)) - 1(2b - a(-1)) + 2(2(-3) - 3(-1)) Δ=(3b+3a)(2b+a)+2(6+3)\Delta = (3b + 3a) - (2b + a) + 2(-6 + 3) Δ=3b+3a2ba+2(3)\Delta = 3b + 3a - 2b - a + 2(-3) Δ=2a+b6\Delta = 2a + b - 6

Setting Δ=0\Delta = 0: 2a+b6=0b=62a(Equation 1)2a + b - 6 = 0 \quad \Rightarrow \quad b = 6 - 2a \quad \text{(Equation 1)} This equation provides a relationship between aa and bb that must hold for infinitely many solutions (or no solution).

Step 2: Calculate Δx\Delta_x and set it to zero. The second condition for infinitely many solutions requires consistency. We start by setting Δx=0\Delta_x = 0. Δx\Delta_x is obtained by replacing the first column of AA with the constant vector BB:

Δx=612a+13a2b3b\Delta_x = \begin{vmatrix} 6 & 1 & 2 \\ a+1 & 3 & a \\ 2b & -3 & b \end{vmatrix}

Expanding the determinant along the first row:

Δx=63a3b1a+1a2bb+2a+132b3\Delta_x = 6 \cdot \begin{vmatrix} 3 & a \\ -3 & b \end{vmatrix} - 1 \cdot \begin{vmatrix} a+1 & a \\ 2b & b \end{vmatrix} + 2 \cdot \begin{vmatrix} a+1 & 3 \\ 2b & -3 \end{vmatrix} Δx=6(3ba(3))1((a+1)ba(2b))+2((a+1)(3)3(2b))\Delta_x = 6(3b - a(-3)) - 1((a+1)b - a(2b)) + 2((a+1)(-3) - 3(2b)) Δx=6(3b+3a)(ab+b2ab)+2(3a36b)\Delta_x = 6(3b + 3a) - (ab + b - 2ab) + 2(-3a - 3 - 6b) Δx=18b+18a(ab+b)6a612b\Delta_x = 18b + 18a - (-ab + b) - 6a - 6 - 12b Δx=18b+18a+abb6a612b\Delta_x = 18b + 18a + ab - b - 6a - 6 - 12b Δx=12a+5b+ab6\Delta_x = 12a + 5b + ab - 6

Setting Δx=0\Delta_x = 0: 12a+5b+ab6=0(Equation 2)12a + 5b + ab - 6 = 0 \quad \text{(Equation 2)}

Step 3: Solve the system of equations for aa and bb. We now have a system of two equations with two variables:

  1. b=62ab = 6 - 2a
  2. 12a+5b+ab6=012a + 5b + ab - 6 = 0

Substitute Equation 1 into Equation 2: 12a+5(62a)+a(62a)6=012a + 5(6 - 2a) + a(6 - 2a) - 6 = 0 12a+3010a+6a2a26=012a + 30 - 10a + 6a - 2a^2 - 6 = 0 Combine like terms: 2a2+(12a10a+6a)+(306)=0-2a^2 + (12a - 10a + 6a) + (30 - 6) = 0 2a2+8a+24=0-2a^2 + 8a + 24 = 0 Divide the entire equation by 2-2 to simplify: a24a12=0a^2 - 4a - 12 = 0 Factor the quadratic equation: (a6)(a+2)=0(a - 6)(a + 2) = 0 This yields two possible values for aa: a=6a=6 or a=2a=-2.

Now, find the corresponding values of bb using Equation 1 (b=62ab = 6 - 2a):

  • If a=6a=6: b=62(6)=612=6b = 6 - 2(6) = 6 - 12 = -6. So, (a,b)=(6,6)(a,b) = (6, -6).
  • If a=2a=-2: b=62(2)=6+4=10b = 6 - 2(-2) = 6 + 4 = 10. So, (a,b)=(2,10)(a,b) = (-2, 10).

Step 4: Verify with Δy\Delta_y to confirm infinitely many solutions. It is essential to check which of these pairs actually leads to infinitely many solutions. If Δ=0\Delta=0 and Δx=0\Delta_x=0, but Δy0\Delta_y \neq 0, the system would have no solution. We need Δy=0\Delta_y = 0 as well. Let's calculate Δy\Delta_y:

Δy=1622a+1a12bb\Delta_y = \begin{vmatrix} 1 & 6 & 2 \\ 2 & a+1 & a \\ -1 & 2b & b \end{vmatrix}

Expanding along the first row:

Δy=1((a+1)ba(2b))6(2ba(1))+2(2(2b)(a+1)(1))\Delta_y = 1((a+1)b - a(2b)) - 6(2b - a(-1)) + 2(2(2b) - (a+1)(-1)) Δy=(ab+b2ab)6(2b+a)+2(4b+a+1)\Delta_y = (ab + b - 2ab) - 6(2b + a) + 2(4b + a + 1) Δy=ab+b12b6a+8b+2a+2\Delta_y = -ab + b - 12b - 6a + 8b + 2a + 2 Δy=ab4a3b+2\Delta_y = -ab - 4a - 3b + 2

Now, test the two pairs (a,b)(a,b):

  • Case 1: Test (a=6,b=6)(a=6, b=-6) Substitute these values into Δy\Delta_y: Δy=(6)(6)4(6)3(6)+2\Delta_y = -(6)(-6) - 4(6) - 3(-6) + 2 Δy=3624+18+2\Delta_y = 36 - 24 + 18 + 2 Δy=32\Delta_y = 32 Since Δy=320\Delta_y = 32 \neq 0, this pair (a=6,b=6)(a=6, b=-6) leads to no solution.

  • Case 2: Test (a=2,b=10)(a=-2, b=10) Substitute these values into Δy\Delta_y: Δy=(2)(10)4(2)3(10)+2\Delta_y = -(-2)(10) - 4(-2) - 3(10) + 2 Δy=20+830+2\Delta_y = 20 + 8 - 30 + 2 Δy=0\Delta_y = 0 Since Δy=0\Delta_y = 0 (and we already have Δ=0\Delta=0 and Δx=0\Delta_x=0), this pair (a=2,b=10)(a=-2, b=10) satisfies all conditions for having infinitely many solutions. This is the correct pair of values for aa and bb.

Step 5: Calculate the required expression 7a+3b7a+3b. Using the correct values a=2a=-2 and b=10b=10: 7a+3b=7(2)+3(10)7a+3b = 7(-2) + 3(10) 7a+3b=14+307a+3b = -14 + 30 7a+3b=167a+3b = 16


Common Mistakes & Tips

  • Incomplete Conditions: A frequent error is to only check Δ=0\Delta=0 and forget the consistency conditions (Δx=Δy=Δz=0\Delta_x = \Delta_y = \Delta_z = 0). Δ=0\Delta=0 alone indicates either no solution or infinitely many solutions, but not definitively which one.
  • Algebraic Errors: Determinant calculations can be lengthy and prone to sign errors or arithmetic mistakes. Double-check each step carefully.
  • Gaussian Elimination as an Alternative: While Cramer's rule is used here, an alternative approach is Gaussian elimination (row reduction). For infinitely many solutions, Gaussian elimination will lead to at least one row of zeros (e.g., 0=00=0) after reducing the augmented matrix to row echelon form, provided the system is consistent. This method can sometimes be less prone to calculation errors with large determinants.

Summary

To find the values of aa and bb for which the system has infinitely many solutions, we applied the conditions from Cramer's Rule. First, we set the determinant of the coefficient matrix (Δ\Delta) to zero, which gave us a relationship between aa and bb. Next, we set Δx\Delta_x (the determinant formed by replacing the xx-coefficients with the constant terms) to zero, which provided a second equation. Solving these two equations yielded two possible pairs for (a,b)(a,b). Finally, we used Δy\Delta_y (the determinant formed by replacing the yy-coefficients with the constant terms) as a consistency check. Only the pair (a=2,b=10)(a=-2, b=10) resulted in Δy=0\Delta_y=0, confirming infinitely many solutions. Substituting these values into 7a+3b7a+3b gave the final answer.

The final answer is 16\boxed{\text{16}}, which corresponds to option (A).

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