Matrices & Determinants
System of Linear Equations
Grade Class 12
Question:
The set of all values of λ for which the system of linear equations <br> 2x<sub>1</sub> - 2x<sub>2</sub> + x<sub>3</sub> = λx<sub>1</sub>, <br> 2x<sub>1</sub> - 3x2 + 2x<sub>3</sub> = λx<sub>2</sub>, <br> -x<sub>1</sub> + 2x<sub>2</sub> = λx<sub>3</sub> <br> has a non-trivial solution
(1) contains two elements
(2) contains more than two elements
(3) is an empty set
(4) is a singleton
Step-by-Step Solution
Key Concept: For a system of linear equations to have a non-trivial solution, the determinant of the coefficient matrix must be zero. Rearrange the equations into the form (A - \lambda I)X = 0 and set det(A - \lambda I) = 0.
The system can be written as: <br> (2-λ)x<sub>1</sub> - 2x<sub>2</sub> + x<sub>3</sub> = 0 <br> 2x<sub>1</sub> - (3+λ)x<sub>2</sub> + 2x<sub>3</sub> = 0 <br> -x<sub>1</sub> + 2x<sub>2</sub> - λx<sub>3</sub> = 0 <br> For a non-trivial solution, the determinant of the coefficient matrix must be zero: <br> | 2-λ -2 1 | <br> | 2 -(3+λ) 2 | = 0 <br> | -1 2 -λ | <br> Expanding the determinant: <br> (2-λ)[(3+λ)(λ) - 4] + 2[-2λ + 2] + 1[4 - (3+λ)] = 0 <br> (2-λ)(λ<sup>2</sup> + 3λ - 4) + 2(2 - 2λ) + (1 - λ) = 0 <br> (2-λ)(λ+4)(λ-1) + 4(1-λ) + (1-λ) = 0 <br> (1-λ) [-(2-λ)(λ+4) + 5] = 0 <br> (1-λ) [-(λ<sup>2</sup> + 2λ - 8) + 5] = 0 <br> (1-λ) [3 - 2λ - λ<sup>2</sup>] = 0 <br> (1-λ) (-(λ<sup>2</sup> + 2λ - 3)) = 0 <br> -(1-λ)(λ+3)(λ-1) = 0 <br> (λ-1)<sup>2</sup>(λ+3) = 0 <br> The values of λ are 1 and -3. Thus, the set contains two elements.
Correct Answer: (1)