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JEE Main 2020
Matrices & Determinants
Matrices and Determinants
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Question

The number of θ(0,4π)\theta \in(0,4 \pi) for which the system of linear equations 3(sin3θ)xy+z=23(cos2θ)x+4y+3z=36x+7y+7z=9\begin{aligned} &3(\sin 3 \theta) x-y+z=2 \\\\ &3(\cos 2 \theta) x+4 y+3 z=3 \\\\ &6 x+7 y+7 z=9 \end{aligned} has no solution, is :

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Solution

This problem asks us to determine the number of values of θ\theta in the interval (0,4π)(0, 4\pi) for which a given system of three linear equations in x,y,zx, y, z has no solution.

1. Key Concept: Conditions for a System of Linear Equations For a system of linear equations Ax=bA\mathbf{x} = \mathbf{b}, where AA is the coefficient matrix, x\mathbf{x} is the variable matrix, and b\mathbf{b} is the constant matrix:

  • Unique Solution: The system has a unique solution if and only if det(A)0\det(A) \neq 0.
  • No Solution (Inconsistent System): The system has no solution if and only if det(A)=0\det(A) = 0 AND at least one of the determinants det(Ax)\det(A_x), det(Ay)\det(A_y), or det(Az)\det(A_z) is non-zero. (Here, Ax,Ay,AzA_x, A_y, A_z are matrices formed by replacing the respective coefficient columns with the constant column b\mathbf{b}, as per Cramer's Rule).
  • Infinitely Many Solutions: The system has infinitely many solutions if and only if det(A)=0\det(A) = 0 AND det(Ax)=det(Ay)=det(Az)=0\det(A_x) = \det(A_y) = \det(A_z) = 0.

Alternatively, using rank:

  • Unique Solution: rank(A)=rank([Ab])=number of variables\text{rank}(A) = \text{rank}([A|\mathbf{b}]) = \text{number of variables}.
  • No Solution: rank(A)rank([Ab])\text{rank}(A) \neq \text{rank}([A|\mathbf{b}]).
  • Infinitely Many Solutions: rank(A)=rank([Ab])<number of variables\text{rank}(A) = \text{rank}([A|\mathbf{b}]) < \text{number of variables}.

2. Formulate the Coefficient Matrix and Constant Vector The given system of equations is: 3(sin3θ)xy+z=23(cos2θ)x+4y+3z=36x+7y+7z=9\begin{aligned} &3(\sin 3 \theta) x-y+z=2 \\ &3(\cos 2 \theta) x+4 y+3 z=3 \\ &6 x+7 y+7 z=9 \end{aligned} The coefficient matrix AA and the constant vector b\mathbf{b} are: A=(3sin3θ113cos2θ43677),b=(239)A = \begin{pmatrix} 3\sin 3\theta & -1 & 1 \\ 3\cos 2\theta & 4 & 3 \\ 6 & 7 & 7 \end{pmatrix}, \quad \mathbf{b} = \begin{pmatrix} 2 \\ 3 \\ 9 \end{pmatrix}

3. Calculate the Determinant of the Coefficient Matrix, det(A)\det(A) For the system to have no solution, the primary condition is det(A)=0\det(A) = 0. Let's compute det(A)\det(A): det(A)=(3sin3θ)4377(1)3cos2θ367+(1)3cos2θ467\det(A) = (3\sin 3\theta) \begin{vmatrix} 4 & 3 \\ 7 & 7 \end{vmatrix} - (-1) \begin{vmatrix} 3\cos 2\theta & 3 \\ 6 & 7 \end{vmatrix} + (1) \begin{vmatrix} 3\cos 2\theta & 4 \\ 6 & 7 \end{vmatrix} det(A)=(3sin3θ)(4737)+(1)(3cos2θ736)+(1)(3cos2θ746)\det(A) = (3\sin 3\theta)(4 \cdot 7 - 3 \cdot 7) + (1)(3\cos 2\theta \cdot 7 - 3 \cdot 6) + (1)(3\cos 2\theta \cdot 7 - 4 \cdot 6) det(A)=(3sin3θ)(2821)+(21cos2θ18)+(21cos2θ24)\det(A) = (3\sin 3\theta)(28 - 21) + (21\cos 2\theta - 18) + (21\cos 2\theta - 24) det(A)=3sin3θ(7)+21cos2θ18+21cos2θ24\det(A) = 3\sin 3\theta (7) + 21\cos 2\theta - 18 + 21\cos 2\theta - 24 det(A)=21sin3θ+42cos2θ42\det(A) = 21\sin 3\theta + 42\cos 2\theta - 42

4. Set det(A)=0\det(A) = 0 and Solve for θ\theta 21sin3θ+42cos2θ42=021\sin 3\theta + 42\cos 2\theta - 42 = 0 Divide the entire equation by 21: sin3θ+2cos2θ2=0\sin 3\theta + 2\cos 2\theta - 2 = 0 Now, we use trigonometric identities to express sin3θ\sin 3\theta and cos2θ\cos 2\theta in terms of sinθ\sin\theta:

  • sin3θ=3sinθ4sin3θ\sin 3\theta = 3\sin\theta - 4\sin^3\theta

  • cos2θ=12sin2θ\cos 2\theta = 1 - 2\sin^2\theta Substitute these into the equation: (3sinθ4sin3θ)+2(12sin2θ)2=0(3\sin\theta - 4\sin^3\theta) + 2(1 - 2\sin^2\theta) - 2 = 0 3sinθ4sin3θ+24sin2θ2=03\sin\theta - 4\sin^3\theta + 2 - 4\sin^2\theta - 2 = 0 3sinθ4sin3θ4sin2θ=03\sin\theta - 4\sin^3\theta - 4\sin^2\theta = 0 Factor out sinθ\sin\theta: sinθ(34sin2θ4sinθ)=0\sin\theta (3 - 4\sin^2\theta - 4\sin\theta) = 0 Rearrange the quadratic term: sinθ(4sin2θ+4sinθ3)=0\sin\theta (4\sin^2\theta + 4\sin\theta - 3) = 0 This equation gives two possibilities:

  • Case 1: sinθ=0\sin\theta = 0 For θ(0,4π)\theta \in (0, 4\pi), the solutions are θ=π,2π,3π\theta = \pi, 2\pi, 3\pi. (3 values)

  • Case 2: 4sin2θ+4sinθ3=04\sin^2\theta + 4\sin\theta - 3 = 0 Let s=sinθs = \sin\theta. This is a quadratic equation: 4s2+4s3=04s^2 + 4s - 3 = 0. Using the quadratic formula s=b±b24ac2as = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a}: s=4±424(4)(3)2(4)=4±16+488=4±648=4±88s = \frac{-4 \pm \sqrt{4^2 - 4(4)(-3)}}{2(4)} = \frac{-4 \pm \sqrt{16 + 48}}{8} = \frac{-4 \pm \sqrt{64}}{8} = \frac{-4 \pm 8}{8} Two possible values for ss: s1=4+88=48=12s_1 = \frac{-4 + 8}{8} = \frac{4}{8} = \frac{1}{2} s2=488=128=32s_2 = \frac{-4 - 8}{8} = \frac{-12}{8} = -\frac{3}{2} Since sinθ\sin\theta must be in the range [1,1][-1, 1], s2=32s_2 = -\frac{3}{2} is not a valid solution. So, we only consider sinθ=12\sin\theta = \frac{1}{2}. For θ(0,4π)\theta \in (0, 4\pi), the solutions for sinθ=12\sin\theta = \frac{1}{2} are: In (0,2π)(0, 2\pi): θ=π6,5π6\theta = \frac{\pi}{6}, \frac{5\pi}{6} In (2π,4π)(2\pi, 4\pi): θ=2π+π6=13π6\theta = 2\pi + \frac{\pi}{6} = \frac{13\pi}{6}, and θ=2π+5π6=17π6\theta = 2\pi + \frac{5\pi}{6} = \frac{17\pi}{6} (4 values)

Combining both cases, the values of θ\theta for which det(A)=0\det(A) = 0 are: {π,2π,3π,π6,5π6,13π6,17π6}\left\{ \pi, 2\pi, 3\pi, \frac{\pi}{6}, \frac{5\pi}{6}, \frac{13\pi}{6}, \frac{17\pi}{6} \right\} This gives a total of 3+4=73 + 4 = 7 values.

5. Check for "No Solution" Condition For the system to have no solution, we need det(A)=0\det(A) = 0 AND at least one of det(Ax)\det(A_x), det(Ay)\det(A_y), or det(Az)\det(A_z) to be non-zero. Let's compute det(Ax)\det(A_x): Ax=(211343977)A_x = \begin{pmatrix} 2 & -1 & 1 \\ 3 & 4 & 3 \\ 9 & 7 & 7 \end{pmatrix} det(Ax)=(2)4377(1)3397+(1)3497\det(A_x) = (2) \begin{vmatrix} 4 & 3 \\ 7 & 7 \end{vmatrix} - (-1) \begin{vmatrix} 3 & 3 \\ 9 & 7 \end{vmatrix} + (1) \begin{vmatrix} 3 & 4 \\ 9 & 7 \end{vmatrix} det(Ax)=(2)(4737)+(1)(3739)+(1)(3749)\det(A_x) = (2)(4 \cdot 7 - 3 \cdot 7) + (1)(3 \cdot 7 - 3 \cdot 9) + (1)(3 \cdot 7 - 4 \cdot 9) det(Ax)=(2)(2821)+(2127)+(2136)\det(A_x) = (2)(28 - 21) + (21 - 27) + (21 - 36) det(Ax)=2(7)+(6)+(15)\det(A_x) = 2(7) + (-6) + (-15) det(Ax)=14615=815=7\det(A_x) = 14 - 6 - 15 = 8 - 15 = -7 Since det(Ax)=7\det(A_x) = -7, which is a non-zero constant, it means that for any value of θ\theta for which det(A)=0\det(A)=0, the condition det(Ax)0\det(A_x) \neq 0 is always satisfied. Therefore, all 7 values of θ\theta found in step 4 will result in the system having no solution.

Tip: A common mistake is to only check det(A)=0\det(A)=0 and assume all such values lead to no solution. It's crucial to verify that the system doesn't have infinitely many solutions for these values. In this case, det(Ax)0\det(A_x) \neq 0 simplifies this check significantly.

6. Alternative Verification using Rank (Advanced) The condition det(A)=0\det(A)=0 implies that the rows of AA are linearly dependent. Let R1,R2,R3R_1, R_2, R_3 be the rows of AA. We found that det(A)=0\det(A)=0 when sin3θ+2cos2θ2=0\sin 3\theta + 2\cos 2\theta - 2 = 0. Let's check if R3R_3 can be expressed as a linear combination of R1R_1 and R2R_2, i.e., R3=c1R1+c2R2R_3 = c_1 R_1 + c_2 R_2. Comparing the yy and zz coefficients: c1+4c2=7-c_1 + 4c_2 = 7 c1+3c2=7c_1 + 3c_2 = 7 Adding these two equations gives 7c2=14    c2=27c_2 = 14 \implies c_2 = 2. Substituting c2=2c_2 = 2 into c1+3c2=7c_1 + 3c_2 = 7 gives c1+6=7    c1=1c_1 + 6 = 7 \implies c_1 = 1. So, the relation is R3=R1+2R2R_3 = R_1 + 2R_2. Now, let's verify this relation for the xx coefficients: 6=(3sin3θ)+2(3cos2θ)    6=3sin3θ+6cos2θ    2=sin3θ+2cos2θ6 = (3\sin 3\theta) + 2(3\cos 2\theta) \implies 6 = 3\sin 3\theta + 6\cos 2\theta \implies 2 = \sin 3\theta + 2\cos 2\theta. This is precisely the equation we solved for det(A)=0\det(A)=0. This means that for all values of θ\theta where det(A)=0\det(A)=0, we have rank(A)=2\text{rank}(A)=2 (since R1R_1 and R2R_2 are clearly linearly independent). Now, we check the augmented matrix [Ab][A|\mathbf{b}]. For the system to have no solution, rank(A)rank([Ab])\text{rank}(A) \neq \text{rank}([A|\mathbf{b}]). The linear relation R3=R1+2R2R_3 = R_1 + 2R_2 for the coefficient part must NOT hold for the constant terms. Let's check if b3=c1b1+c2b2b_3 = c_1 b_1 + c_2 b_2: 9=1(2)+2(3)9 = 1 \cdot (2) + 2 \cdot (3) 9=2+69 = 2 + 6 9=89 = 8 This statement 9=89=8 is false. This means the linear dependency among the rows of AA does not extend to the augmented matrix [Ab][A|\mathbf{b}]. Therefore, rank([Ab])=3\text{rank}([A|\mathbf{b}]) = 3. Since rank(A)=2\text{rank}(A) = 2 and rank([Ab])=3\text{rank}([A|\mathbf{b}]) = 3, we have rank(A)rank([Ab])\text{rank}(A) \neq \text{rank}([A|\mathbf{b}]), which confirms that the system has no solution for all 7 values of θ\theta found.

7. Final Count The values of θ(0,4π)\theta \in (0, 4\pi) for which the system has no solution are: π,2π,3π\pi, 2\pi, 3\pi (from sinθ=0\sin\theta = 0) π6,5π6,13π6,17π6\frac{\pi}{6}, \frac{5\pi}{6}, \frac{13\pi}{6}, \frac{17\pi}{6} (from sinθ=12\sin\theta = \frac{1}{2}) All these 7 values are distinct and lie within the interval (0,4π)(0, 4\pi).

Summary and Key Takeaway: To determine when a system of linear equations has no solution, we first set the determinant of the coefficient matrix to zero. Then, we must verify that for these values, the system does not have infinitely many solutions. This is done by checking if at least one of the determinants Ax,Ay,AzA_x, A_y, A_z is non-zero. In this problem, det(Ax)\det(A_x) was found to be a constant non-zero value, which simplified the verification, ensuring that all values of θ\theta making det(A)=0\det(A)=0 lead to no solution.

The total number of values of θ\theta is 7\mathbf{7}.

The final answer is 7\boxed{\text{7}}.

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