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Question #41355
The Question
Let be a matrix with real entries such that all its eigenvalues are real. Let . Which of the following statements is \textbf{INCORRECT}?
Options
- A.
If has three distinct eigenvalues, then has exactly two elements, and for all , is non-singular.
- B.
If contains exactly one element , then is a singular matrix.
- C.
If has exactly two distinct eigenvalues, then has exactly two elements, and for exactly one , is singular.
- D.
If contains exactly two elements, then must have three distinct eigenvalues.
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Correct Answer
Step-by-Step Solution
Explanation
How the Examiner Thinks
Bridge
Practice problems that bridge the gap between foundational theory and advanced practical application.
Concepts Behind This Question
Rolle's Theorem Anchors|Characteristic Equation|Singular vs Non-Singular Matrices
Why This Question Is Tricky
Common Mistakes
The question tests the application of Rolle's Theorem to the characteristic polynomial .
The primary trap is failing to recognize that is exactly the derivative via Jacobi's formula.
Students often incorrectly assume the converse of Rolle's theorem: if the derivative of a cubic has two distinct roots, the cubic itself must have three distinct roots.
This ignores the case of algebraic multiplicity 2 where one of the local extrema touches the x-axis, making the matrix singular at that specific point while still yielding two distinct roots for the derivative.
Quick Facts About This Question
Question Information
| Subject | Mathematics |
| Chapter | Application of Derivatives - Class 12 |
| Concept | Rolle's Theorem Anchors |
| Difficulty | 8 |
| Cognitive Load | 7 |
| Target Solve Time | 160 sec |
| Access | Free |