GATE 2023 PH – Question 32
Which of the following options represent(s) linearly independent pair(s) of functions of a real variable x ?
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Show answer and explanation
Correct answer: (A) $e^{ix}$ and $e^{-ix}$; (B) $x$ and $e^x$; (D) $e^{ix}$ and $\sin x$
Explanation
Two functions are **linearly dependent** if one is a constant multiple of the other for all $x$.
- **A. $e^{ix}$ and $e^{-ix}$:** their ratio is $e^{2ix}$, which is not constant. Independent. ✓
- **B. $x$ and $e^x$:** the ratio $x/e^x$ is not constant. Independent. ✓
- **C. $2^x$ and $2^{x-3}$:** $2^{x-3}=2^x\cdot2^{-3}=\tfrac18\,2^x$. One is a constant multiple of the other, so they are **dependent**. ✗
- **D. $e^{ix}$ and $\sin x$:** $\sin x=\dfrac{e^{ix}-e^{-ix}}{2i}$ is not a multiple of $e^{ix}$ (it contains $e^{-ix}$ as well). Independent. ✓
Answer **A, B and D**.