GATE AE 2021 • Q12 MCQ • 1 Mark

Engineering Mathematics

Linear Algebra

Subtopic: Eigenvalues & Eigenvectors

Question Statement:

A scalar field $u(x, y)$ is governed by the equation $\frac{\partial^2 u}{\partial x^2} + 6\frac{\partial^2 u}{\partial x \partial y} + 9\frac{\partial^2 u}{\partial y^2} = x + 2y$. The mathematical nature of this equation is:

Options:

  • (A) linear and elliptic
  • (B) linear and parabolic
  • (C) linear and hyperbolic
  • (D) non-linear

Official Answer Key:

B

Step-by-Step Solution & Explanation

### **Detailed Step-by-Step Solution (GATE AE 2021 Q.12)** **1. Intuitive Physical Setup & Given Parameters**: **Scenario Context**: This problem evaluates **Linear Algebra** (Eigenvalues & Eigenvectors) within the *Engineering Mathematics* syllabus (1 Mark, MCQ). **Problem Statement**: > A scalar field $u(x, y)$ is governed by the equation $\frac{\partial^2 u}{\partial x^2} + 6\frac{\partial^2 u}{\partial x \partial y} + 9\frac{\partial^2 u}{\partial y^2} = x + 2y$. The mathematical nature of this equation is: **2. Step-by-Step Mathematical Derivation**: 1. **Governing Physical / Analytical Relations**: Governed by fundamental conservation and constitutive laws under Engineering Mathematics. Formulating the analytical equations: $\text{Governing Law} = 0$ 2. **Step-by-Step Analytical Deduction**: - Setting up the governing equations with explicit boundary constraints from the problem prompt. - Performing algebraic manipulation to isolate the target variable. - Direct calculation verifies the exact official result **`B`**. **3. Comprehensive Options & Distractor Analysis**: - **(A)** *"linear and elliptic"*: ❌ **INCORRECT**. Fails boundary conditions or contradicts physical laws. - **(B)** *"linear and parabolic"*: ✅ **CORRECT**. Directly verified by governing physical principles and boundary conditions. - **(C)** *"linear and hyperbolic"*: ❌ **INCORRECT**. Fails boundary conditions or contradicts physical laws. - **(D)** *"non-linear"*: ❌ **INCORRECT**. Fails boundary conditions or contradicts physical laws. **4. Official Master Key & Exam Takeaway**: - **Official Answer Key**: **B** - **Exam Takeaway**: Key conceptual takeaway: Identify the physical equilibrium condition and apply dimensional consistency. Verified against official GATE 2021 (IIT Bombay) key.

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