← Unit 2: Functions, calculus and probability

VICMath MethodsSyllabus dot point

How are exponential and logarithmic functions differentiated?

Differentiate exponential ($e^x$, $a^x$) and logarithmic ($\ln x$, $\log_b x$) functions, including composite functions via the chain rule

A focused answer to the VCE Maths Methods Unit 2 dot point on derivatives of exponential and logarithmic functions. States $\frac{d}{dx} e^x = e^x$, $\frac{d}{dx} \ln x = 1/x$, the chain-rule extensions, and works the VCAA SAC-style continuous-decay derivative problem.

Generated by Claude OpusReviewed by Better Tuition Academy4 min answer

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What this dot point is asking

VCAA wants you to differentiate exponential and logarithmic functions, including composite functions via the chain rule.

Standard derivatives

DMATH_0
DMATH_1
DMATH_2

ddxlog⁑bx=1xln⁑b\frac{d}{dx} \log_b x = \frac{1}{x \ln b}

exe^x is the unique function (up to scaling) whose derivative equals itself.

Chain rule extensions

DMATH_4

ddxln⁑∣u(x)∣=uβ€²(x)u(x)\frac{d}{dx} \ln |u(x)| = \frac{u'(x)}{u(x)}

The absolute value extends the natural log to negative arguments (the derivative is the same form on both sides of zero).

Applications

For continuous decay N=N0eβˆ’Ξ»tN = N_0 e^{-\lambda t}:

dNdt=βˆ’Ξ»N0eβˆ’Ξ»t=βˆ’Ξ»N\frac{dN}{dt} = -\lambda N_0 e^{-\lambda t} = -\lambda N

The decay rate is proportional to the current amount; this is the differential-equation definition of exponential decay.

For population growth P=P0ektP = P_0 e^{kt}:

dPdt=kP\frac{dP}{dt} = k P

The growth rate is proportional to current population.

Worked example

Differentiate h(x)=x2e2xh(x) = x^2 e^{2x}.

Product rule: hβ€²(x)=2xβ‹…e2x+x2β‹…2e2x=2xe2x(1+x)h'(x) = 2x \cdot e^{2x} + x^2 \cdot 2 e^{2x} = 2x e^{2x}(1 + x).

Common traps

Treating eu(x)e^{u(x)} as exβ‹…u(x)e^x \cdot u(x). It is a composite function, not a product.

Forgetting the chain factor on ln⁑u\ln u. ddxln⁑(3x)=33x=1x\frac{d}{dx} \ln(3x) = \dfrac{3}{3x} = \dfrac{1}{x}, not 13x\dfrac{1}{3x}.

Confusing axa^x and xax^a. axa^x is an exponential; its derivative is axln⁑aa^x \ln a. xax^a is a power; its derivative is axaβˆ’1a x^{a-1}.

In one sentence

ddxex=ex\frac{d}{dx} e^x = e^x, ddxln⁑x=1/x\frac{d}{dx} \ln x = 1/x, ddxax=axln⁑a\frac{d}{dx} a^x = a^x \ln a, ddxlog⁑bx=1/(xln⁑b)\frac{d}{dx} \log_b x = 1/(x \ln b), with chain-rule extensions ddxeu=uβ€²eu\frac{d}{dx} e^u = u' e^u and ddxln⁑u=uβ€²/u\frac{d}{dx} \ln u = u'/u.

Past exam questions, worked

Real questions from past VCAA papers on this dot point, with our answer explainer.

Year 11 SAC4 marksDifferentiate (a) $f(x) = e^{3x^2 - 2}$ and (b) $g(x) = \ln(5x + 1)$.
Show worked answer β†’

(a) Chain rule. Let u=3x2βˆ’2u = 3x^2 - 2. du/dx=6xdu/dx = 6x. ddxeu=euβ‹…du/dx\frac{d}{dx} e^u = e^u \cdot du/dx.

fβ€²(x)=6xβ‹…e3x2βˆ’2f'(x) = 6x \cdot e^{3x^2 - 2}.

(b) Chain rule on ln⁑\ln. ddxln⁑u=(1/u)β‹…du/dx\frac{d}{dx} \ln u = (1/u) \cdot du/dx.

gβ€²(x)=55x+1g'(x) = \dfrac{5}{5x + 1}.

Markers reward chain-rule structure, eue^u unchanged on differentiation, and the 1/u1/u form for ln⁑u\ln u.

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