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Matrices and Determinants question

2021 · Shift 1 · Q27
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  5. /2021 · Shift 1 · Q27

Matrices and Determinants question

2021 · Shift 1 · Q27

JEE AdvancedMathematicsMatrices and DeterminantsNumerical+2 / −1
Let α\alphaα, β\betaβ and γ\gammaγ be real numbers such that the system of linear equations x + 2y + 3z =α\alphaα 4x + 5y + 6z =β\betaβ 7x + 8y + 9z =γ−\gamma -γ− 1 is consistent. Let | M | represent the determinant of the matrix M=[α2γβ10−101]M = \left[ {\begin{matrix} \alpha & 2 & \gamma \\ \beta & 1 & 0 \\ { - 1} & 0 & 1 \\ \end{matrix} } \right]M=​αβ−1​210​γ01​​ Let P be the plane containing all those (α\alphaα, β\betaβ, γ\gammaγ) for which the above system of linear equations is consistent, and D be the square of the distance of the point (0, 1, 0) from the plane P. The value of D is ‾\underline{\hspace{2cm}}​.
Numerical answer
View written solutionFree

Correct answer: 1.5

1. Analyze the System of Linear Equations

The given system of linear equations is:

  1. x+2y+3z=αx + 2y + 3z = \alphax+2y+3z=α
  2. 4x+5y+6z=β4x + 5y + 6z = \beta4x+5y+6z=β
  3. 7x+8y+9z=γ−17x + 8y + 9z = \gamma - 17x+8y+9z=γ−1

This can be written in the matrix form AX=BAX = BAX=B, where: A=[123 456 789 ],X=[x y z ],B=[α β γ−1 ]A = \left[ {\begin{matrix} 1 & 2 & 3 \ 4 & 5 & 6 \ 7 & 8 & 9 \ \end{matrix} } \right], \quad X = \left[ {\begin{matrix} x \ y \ z \ \end{matrix} } \right], \quad B = \left[ {\begin{matrix} \alpha \ \beta \ \gamma - 1 \ \end{matrix} } \right]A=[1​2​3 4​5​6 7​8​9 ​],X=[x y z ​],B=[α β γ−1 ​]

2. Determine the Condition for Consistency

A system of linear equations is consistent if the rank of the coefficient matrix AAA is equal to the rank of the augmented matrix [A∣B][A|B][A∣B].

First, we calculate the determinant of the coefficient matrix AAA: ∣A∣=det⁡[123 456 789 ]|A| = \det \left[ {\begin{matrix} 1 & 2 & 3 \ 4 & 5 & 6 \ 7 & 8 & 9 \ \end{matrix} } \right]∣A∣=det[1​2​3 4​5​6 7​8​9 ​] ∣A∣=1(5⋅9−6⋅8)−2(4⋅9−6⋅7)+3(4⋅8−5⋅7)|A| = 1(5 \cdot 9 - 6 \cdot 8) - 2(4 \cdot 9 - 6 \cdot 7) + 3(4 \cdot 8 - 5 \cdot 7)∣A∣=1(5⋅9−6⋅8)−2(4⋅9−6⋅7)+3(4⋅8−5⋅7) ∣A∣=1(45−48)−2(36−42)+3(32−35)|A| = 1(45 - 48) - 2(36 - 42) + 3(32 - 35)∣A∣=1(45−48)−2(36−42)+3(32−35) ∣A∣=1(−3)−2(−6)+3(−3)|A| = 1(-3) - 2(-6) + 3(-3)∣A∣=1(−3)−2(−6)+3(−3) ∣A∣=−3+12−9=0|A| = -3 + 12 - 9 = 0∣A∣=−3+12−9=0

Since ∣A∣=0|A| = 0∣A∣=0, the matrix AAA is singular, and the system will have either no solution or infinitely many solutions. For the system to be consistent (i.e., have at least one solution), a certain condition must be met by α\alphaα, β\betaβ, and γ\gammaγ.

We can find this condition by performing row operations on the augmented matrix [A∣B][A|B][A∣B]. [A∣B]=[123∣α 456∣β 789∣γ−1 ][A|B] = \left[ {\begin{matrix} 1 & 2 & 3 & | & \alpha \ 4 & 5 & 6 & | & \beta \ 7 & 8 & 9 & | & \gamma-1 \ \end{matrix} } \right][A∣B]=[1​2​3​∣​α 4​5​6​∣​β 7​8​9​∣​γ−1 ​]

Let's apply the row operations R2→R2−4R1R_2 \to R_2 - 4R_1R2​→R2​−4R1​ and R3→R3−7R1R_3 \to R_3 - 7R_1R3​→R3​−7R1​: [123∣α 0−3−6∣β−4α 0−6−12∣(γ−1)−7α ]\left[ {\begin{matrix} 1 & 2 & 3 & | & \alpha \ 0 & -3 & -6 & | & \beta - 4\alpha \ 0 & -6 & -12 & | & (\gamma-1) - 7\alpha \ \end{matrix} } \right][1​2​3​∣​α 0​−3​−6​∣​β−4α 0​−6​−12​∣​(γ−1)−7α ​]

Now, apply the operation R3→R3−2R2R_3 \to R_3 - 2R_2R3​→R3​−2R2​: [123∣α 0−3−6∣β−4α 000∣(γ−1−7α)−2(β−4α) ]\left[ {\begin{matrix} 1 & 2 & 3 & | & \alpha \ 0 & -3 & -6 & | & \beta - 4\alpha \ 0 & 0 & 0 & | & (\gamma - 1 - 7\alpha) - 2(\beta - 4\alpha) \ \end{matrix} } \right][1​2​3​∣​α 0​−3​−6​∣​β−4α 0​0​0​∣​(γ−1−7α)−2(β−4α) ​]

For the system to be consistent, the last entry in the last row must be zero: (γ−1−7α)−2(β−4α)=0(\gamma - 1 - 7\alpha) - 2(\beta - 4\alpha) = 0(γ−1−7α)−2(β−4α)=0 γ−1−7α−2β+8α=0\gamma - 1 - 7\alpha - 2\beta + 8\alpha = 0γ−1−7α−2β+8α=0 α−2β+γ−1=0\alpha - 2\beta + \gamma - 1 = 0α−2β+γ−1=0

This is the condition that (α,β,γ)(\alpha, \beta, \gamma)(α,β,γ) must satisfy for the system to be consistent.

3. Identify the Plane P

The plane PPP contains all points (α,β,γ)(\alpha, \beta, \gamma)(α,β,γ) for which the system is consistent. Therefore, the equation of the plane PPP is: P:α−2β+γ−1=0P: \alpha - 2\beta + \gamma - 1 = 0P:α−2β+γ−1=0 For convenience, let's use standard coordinates (x,y,z)(x, y, z)(x,y,z) instead of (α,β,γ)(\alpha, \beta, \gamma)(α,β,γ). The equation of the plane is: P:x−2y+z−1=0P: x - 2y + z - 1 = 0P:x−2y+z−1=0

4. Calculate the Distance from the Point to the Plane

We need to find the distance from the point (0,1,0)(0, 1, 0)(0,1,0) to the plane PPP. The formula for the distance ddd from a point (x0,y0,z0)(x_0, y_0, z_0)(x0​,y0​,z0​) to a plane Ax+By+Cz+D=0Ax + By + Cz + D = 0Ax+By+Cz+D=0 is: d=∣Ax0+By0+Cz0+D∣A2+B2+C2d = \frac{|Ax_0 + By_0 + Cz_0 + D|}{\sqrt{A^2 + B^2 + C^2}}d=A2+B2+C2​∣Ax0​+By0​+Cz0​+D∣​

Here, the point is (x0,y0,z0)=(0,1,0)(x_0, y_0, z_0) = (0, 1, 0)(x0​,y0​,z0​)=(0,1,0) and the plane is 1x−2y+1z−1=01x - 2y + 1z - 1 = 01x−2y+1z−1=0. So, A=1,B=−2,C=1,D=−1A=1, B=-2, C=1, D=-1A=1,B=−2,C=1,D=−1.

d=∣1(0)−2(1)+1(0)−1∣12+(−2)2+12d = \frac{|1(0) - 2(1) + 1(0) - 1|}{\sqrt{1^2 + (-2)^2 + 1^2}}d=12+(−2)2+12​∣1(0)−2(1)+1(0)−1∣​ d=∣0−2+0−1∣1+4+1d = \frac{|0 - 2 + 0 - 1|}{\sqrt{1 + 4 + 1}}d=1+4+1​∣0−2+0−1∣​ d=∣−3∣6=36d = \frac{|-3|}{\sqrt{6}} = \frac{3}{\sqrt{6}}d=6​∣−3∣​=6​3​

5. Calculate D

The problem asks for the value of DDD, which is the square of the distance. D=d2=(36)2=96=32D = d^2 = \left( \frac{3}{\sqrt{6}} \right)^2 = \frac{9}{6} = \frac{3}{2}D=d2=(6​3​)2=69​=23​ D=1.5D = 1.5D=1.5

Note on the matrix M: The problem defines a matrix MMM and its determinant ∣M∣|M|∣M∣. Let's calculate it: M=[α2γ β10 −101 ]M = \left[ {\begin{matrix} \alpha & 2 & \gamma \ \beta & 1 & 0 \ { - 1} & 0 & 1 \ \end{matrix} } \right]M=[α​2​γ β​1​0 −1​0​1 ​] ∣M∣=α(1⋅1−0⋅0)−2(β⋅1−0⋅(−1))+γ(β⋅0−1⋅(−1))|M| = \alpha(1 \cdot 1 - 0 \cdot 0) - 2(\beta \cdot 1 - 0 \cdot (-1)) + \gamma(\beta \cdot 0 - 1 \cdot (-1))∣M∣=α(1⋅1−0⋅0)−2(β⋅1−0⋅(−1))+γ(β⋅0−1⋅(−1)) ∣M∣=α−2β+γ|M| = \alpha - 2\beta + \gamma∣M∣=α−2β+γ From our consistency condition, we know that for any point on plane PPP, α−2β+γ=1\alpha - 2\beta + \gamma = 1α−2β+γ=1. Thus, for any consistent system, ∣M∣=1|M|=1∣M∣=1. This information is consistent with the problem but not needed for the final calculation of DDD.

The final value of D is 1.5.

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