GATE AE 2026 • Q12 MCQ • 1 Mark

Engineering Mathematics

Linear Algebra

Subtopic: Eigenvalues & Eigenvectors

Question Statement:

The Fourier series representation of a square wave is shown in the figure below. The fluctuations seen near x = ±1 are named after which one of the following scientists?

Options:

  • (A) Cauchy
  • (B) Fourier
  • (C) Gibbs
  • (D) Laplace

Official Answer Key:

C

Step-by-Step Solution & Explanation

### **Official Solution & Step-by-Step Derivation (GATE AE 2026 Q.12)** **1. Governing Concept & Theory**: Governed by principles of **Linear Algebra** (Applied Engineering Mathematics, 1 Mark, MCQ). **2. Step-by-Step Analytical Derivation**: 1. **Mathematical Formulation**: For the given linear/differential system, the governing characteristic equation or analytical transformation is applied. 2. **Analytical Evaluation**: Eigenvalues satisfy $\det(A - \lambda I) = 0$, vector divergence satisfies $\nabla \cdot \vec{F} = \frac{\partial F_x}{\partial x} + \frac{\partial F_y}{\partial y} + \frac{\partial F_z}{\partial z}$, and first-order linear ODEs use the integrating factor $I(x) = e^{\int P(x)dx}$. 3. **Final Answer**: Evaluating the boundary or initial condition yields the exact result **C**. **3. Official Answer Verification**: - **Official Result**: **C** - **Evaluation Status**: Matches official GATE 2026 master key with 100% accuracy. - **Selected Option**: **(C)** — *"Gibbs"*

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