Matrices & Determinants
System of Linear Equations
Grade Class 12

Question:

The set of all values of &lambda; for which the system of linear equations <br> 2x<sub>1</sub> - 2x<sub>2</sub> + x<sub>3</sub> = &lambda;x<sub>1</sub>, <br> 2x<sub>1</sub> - 3x2 + 2x<sub>3</sub> = &lambda;x<sub>2</sub>, <br> -x<sub>1</sub> + 2x<sub>2</sub> = &lambda;x<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-&lambda;)x<sub>1</sub> - 2x<sub>2</sub> + x<sub>3</sub> = 0 <br> 2x<sub>1</sub> - (3+&lambda;)x<sub>2</sub> + 2x<sub>3</sub> = 0 <br> -x<sub>1</sub> + 2x<sub>2</sub> - &lambda;x<sub>3</sub> = 0 <br> For a non-trivial solution, the determinant of the coefficient matrix must be zero: <br> | 2-&lambda; -2 1 | <br> | 2 -(3+&lambda;) 2 | = 0 <br> | -1 2 -&lambda; | <br> Expanding the determinant: <br> (2-&lambda;)[(3+&lambda;)(&lambda;) - 4] + 2[-2&lambda; + 2] + 1[4 - (3+&lambda;)] = 0 <br> (2-&lambda;)(&lambda;<sup>2</sup> + 3&lambda; - 4) + 2(2 - 2&lambda;) + (1 - &lambda;) = 0 <br> (2-&lambda;)(&lambda;+4)(&lambda;-1) + 4(1-&lambda;) + (1-&lambda;) = 0 <br> (1-&lambda;) [-(2-&lambda;)(&lambda;+4) + 5] = 0 <br> (1-&lambda;) [-(&lambda;<sup>2</sup> + 2&lambda; - 8) + 5] = 0 <br> (1-&lambda;) [3 - 2&lambda; - &lambda;<sup>2</sup>] = 0 <br> (1-&lambda;) (-(&lambda;<sup>2</sup> + 2&lambda; - 3)) = 0 <br> -(1-&lambda;)(&lambda;+3)(&lambda;-1) = 0 <br> (&lambda;-1)<sup>2</sup>(&lambda;+3) = 0 <br> The values of &lambda; are 1 and -3. Thus, the set contains two elements.
Correct Answer: (1)

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