Resources | Subject Notes | Mathematics
This section covers techniques for differentiating functions that don't directly fit the standard differentiation rules.
Used when the relationship between variables is not explicitly given as $y = f(x)$, but is defined implicitly, e.g., $x^2 + y^2 = 25$.
Steps:
Example: $x^2 + y^2 = 25$
Step | Equation | Differentiation |
---|---|---|
Differentiate both sides with respect to x | $x^2 + y^2 = 25$ | $2x + 2y \frac{dy}{dx} = 0$ |
Collect terms with $\frac{dy}{dx}$ | $2y \frac{dy}{dx} = -2x$ | |
Solve for $\frac{dy}{dx}$ | $\frac{dy}{dx} = -\frac{2x}{2y} = -\frac{x}{y}$ |
Used when $x$ and $y$ are defined in terms of a parameter, say $t$, e.g., $x = \cos t$, $y = \sin t$.
Steps:
Example: $x = \cos t$, $y = \sin t$
Step | Equation | Differentiation |
---|---|---|
Find $\frac{dx}{dt}$ and $\frac{dy}{dt}$ | $x = \cos t$, $y = \sin t$ | $\frac{dx}{dt} = -\sin t$, $\frac{dy}{dt} = \cos t$ |
Use the chain rule | $\frac{dy}{dx} = \frac{\cos t}{-\sin t} = -\cot t$ |
For functions of the form $y = u(x)v(x)$.
Rule: $\frac{dy}{dx} = \frac{du}{dx}v(x) + u(x)\frac{dv}{dx}$.
For functions of the form $y = \frac{u(x)}{v(x)}$.
Rule: $\frac{dy}{dx} = \frac{v(x)\frac{du}{dx} - u(x)\frac{dv}{dx}}{v(x)^2}$.
For functions of the form $y = u(x)v(x)w(x)$.
Rule: $\frac{dy}{dx} = \frac{du}{dx}v(x)w(x) + u(x)\frac{dv}{dx}w(x) + u(x)v(x)\frac{dw}{dx}$.
For functions of the form $y = u(x)v(x)w(x)z(x)$.
Rule: $\frac{dy}{dx} = \frac{du}{dx}v(x)w(x)z(x) + u(x)\frac{dv}{dx}w(x)z(x) + u(x)v(x)\frac{dw}{dx}z(x) + u(x)v(x)w(x)\frac{dz}{dx}$.
Used when the composite function is more complex.
Example: $y = (3x^2 + 1)^{5}$
$\frac{dy}{dx} = 5(3x^2 + 1)^{4} \cdot (6x) = 30x(3x^2 + 1)^{4}$
Derivatives of derivatives.
First derivative: $\frac{dy}{dx}$ or $y'$.
Second derivative: $\frac{d^2y}{dx^2}$ or $y''$.
Third derivative: $\frac{d^3y}{dx^3}$ or $y'''$.
And so on...
Example: $y = x^4 + 3x^2 - 5x + 2$
Derivative | Equation |
---|---|
First Derivative | $y' = 4x^3 + 6x - 5$ |
Second Derivative | $y'' = 12x^2 + 6$ |
Third Derivative | $y''' = 24x$ |
Points where the derivative of a function is zero or undefined.
To find stationary points:
Example: $y = x^3 - 3x^2 + 1$
Step | Equation | Derivative | Value | Interpretation |
---|---|---|---|---|
Find the first derivative | $y = x^3 - 3x^2 + 1$ | $y' = 3x^2 - 6x$ | ||
Set $y' = 0$ and solve for $x$ | $3x^2 - 6x = 0 \Rightarrow 3x(x - 2) = 0$ | $x = 0$ or $x = 2$ | ||
Find the second derivative | $y' = 3x^2 - 6x$ | $y'' = 6x - 6$ | ||
Evaluate $y''$ at the critical points | At $x = 0$, $y'' = -6 < 0$ (local maximum) | At $x = 2$, $y'' = 6 > 0$ (local minimum) |