Question Bank • QB_EM_ADV_003
NAT • 2 Marks
Section 1: Engineering Mathematics
Calculus
Subtopic: Maxima and minima of function with several independent variables
Question Statement:
For the function $f(x, y) = x^3 + y^3 - 3xy + 4$, the local minimum value of $f(x, y)$ is ________ (answer in integer).
Step-by-Step Solution & Explanation
To find the stationary points, compute the first partial derivatives and equate to zero:
$f_x = 3x^2 - 3y = 0 \implies y = x^2$
$f_y = 3y^2 - 3x = 0 \implies 3(x^2)^2 - 3x = 0 \implies 3x(x^3 - 1) = 0$
Thus, $x = 0$ or $x = 1$.
- For $x = 0 \implies y = 0$, giving point $(0, 0)$.
- For $x = 1 \implies y = 1$, giving point $(1, 1)$.
Second partial derivatives:
$r = f_{xx} = 6x, \quad s = f_{xy} = -3, \quad t = f_{yy} = 6y$
Discriminant $D = rt - s^2 = (6x)(6y) - (-3)^2 = 36xy - 9$.
- At $(0,0)$: $D = 0 - 9 = -9 < 0$ (Saddle point).
- At $(1,1)$: $D = 36(1)(1) - 9 = 27 > 0$ and $r = 6 > 0$ (Local minimum).
The local minimum value is:
$f(1, 1) = 1^3 + 1^3 - 3(1)(1) + 4 = 1 + 1 - 3 + 4 = 3$
Practice In Authentic CBT Exam Interface
Test your skills under authentic timed conditions with live scoring and AIR percentile ranking.
Launch CBT Mock Test