IAE Academy

GATE 2025 EE Q.53: solution and answer

GATE 2025 · EEQ.53 · 2 marks · NAT

Let . The rate of change of the real valued function,

at the origin in the direction of the point is ________ (round off to the nearest integer).

See the question in the paper

Answer and solution

ANSWER

The rate of change is , which rounds to 0.

Official answer: 0 to 1Source: Official answer key, GATE 2025 EE (IIT Roorkee)

  1. The rate of change of a scalar field in a given direction is the directional derivative , where is a unit vector along that direction.

  2. Gradient: .

  3. At the origin: .

  4. The direction from the origin towards the point is , with , so .

  5. Directional derivative:

  6. Rounded to the nearest integer, as the question asks: .

KEY IDEA

"Rate of change in a direction" means the directional derivative: the gradient dotted with the unit vector pointing from the given point towards the target point. Here and , which gives .

WATCH OUT FOR

Skipping the normalisation and computing , or answering with the maximum rate (the rate along the gradient, not towards ). A directional derivative is a rate per unit distance, so the direction vector has to be a unit vector. The correct value is , which rounds to 0. The key's range of 0 to 1 happens to accept 1 as well, but only 0 follows from the definition.

From the GATE 2025 EE paper. Every question of this paper · Download the full paper · All 23 Vector calculus questions, with notes

More Vector calculus questions