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How do we differentiate, integrate and apply exponential and logarithmic functions?

Differentiate and integrate exponential and natural logarithm functions and apply them to growth, decay and other modelling contexts

WACE Year 12 Mathematics Methods Unit 3 exponential and logarithmic functions: derivatives and integrals of e^x and ln x, the chain rule with exponentials, and growth and decay modelling with worked SCSA-style examples.

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  1. What this dot point is asking
  2. Derivatives
  3. Integrals
  4. Growth and decay modelling
  5. Half-life and doubling time
  6. Reading the rate from the model
  7. Logarithm laws for solving

What this dot point is asking

SCSA Unit 3 develops calculus of the natural exponential function exe^{x} and the natural logarithm lnx\ln x. The defining feature of exe^{x} is that it is its own derivative, which makes it the natural model for any quantity whose rate of change is proportional to its current size. This dot point appears in both examination sections.

Derivatives

Worked derivative

For y=e2xsinxy = e^{2x}\sin x apply the product rule with the chain rule on e2xe^{2x}:

dydx=2e2xsinx+e2xcosx=e2x(2sinx+cosx).\frac{dy}{dx} = 2e^{2x}\sin x + e^{2x}\cos x = e^{2x}(2\sin x + \cos x).

Integrals

Antidifferentiation reverses the derivatives above.

The absolute value in lnx\ln|x| matters because 1/x1/x is defined for negative xx as well, but lnx\ln x is not.

Growth and decay modelling

A quantity whose rate of change is proportional to its size satisfies dNdt=kN\dfrac{dN}{dt} = kN, and the solution is the exponential model

N(t)=N0ekt,N(t) = N_0 e^{kt},

where N0N_0 is the initial amount, k>0k>0 gives growth and k<0k<0 gives decay. Logarithms are used to solve for the time tt at which a target value is reached.

Half-life and doubling time

Two quantities are commonly asked of an exponential model. The doubling time of a growth model N0ektN_0e^{kt} is found by setting ekt=2e^{kt}=2, giving t=ln2kt=\dfrac{\ln 2}{k}. The half-life of a decay model is found by setting ekt=12e^{kt}=\tfrac{1}{2}, giving t=ln(1/2)k=ln2kt=\dfrac{\ln(1/2)}{k}=\dfrac{-\ln 2}{k}, which is positive because k<0k<0 for decay. Both reduce to the same idea: take logarithms to pull the unknown out of the exponent. Because the result does not depend on N0N_0, the doubling time and half-life are properties of the rate constant kk alone, so a population doubles in the same time no matter how large it already is.

Reading the rate from the model

The chain rule shows that for N(t)=N0ektN(t)=N_0e^{kt} the rate N(t)=kN(t)N'(t)=kN(t) is always proportional to the current amount. This means a growth curve gets steeper as it rises (accelerating growth) while a decay curve flattens as it falls (slowing decline). Recognising the proportional-rate signature dNdt=kN\dfrac{dN}{dt}=kN tells you immediately that an exponential model applies and that kk is the constant of proportionality, a connection SCSA examines through both calculus and modelling questions.

Logarithm laws for solving

When solving exponential equations you will use:

ln(ab)=lna+lnb,ln ⁣(ab)=lnalnb,ln(ak)=klna.\ln(ab) = \ln a + \ln b, \quad \ln\!\left(\frac{a}{b}\right) = \ln a - \ln b, \quad \ln(a^{k}) = k\ln a.

These let you bring an unknown out of an exponent before solving.

Exam-style practice questions

Practice questions written in the style of SCSA exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.

WACE 20217 marksCalculator-assumed. A population is modelled by P(t)=2000e0.05tP(t)=2000e^{0.05t}, where tt is in years. (a) Find the initial population. (b) Find the rate of growth when t=10t=10. (c) Find, to the nearest year, the time for the population to double.
Show worked answer →

An applied growth question combining differentiation and logarithms.

(a) At t=0t=0, P(0)=2000e0=2000P(0)=2000e^{0}=2000.

(b) P(t)=2000×0.05e0.05t=100e0.05tP'(t)=2000\times 0.05\,e^{0.05t}=100e^{0.05t}. At t=10t=10, P(10)=100e0.5165P'(10)=100e^{0.5}\approx 165 per year.

(c) Double means P(t)=4000P(t)=4000: 2000e0.05t=40002000e^{0.05t}=4000, so e0.05t=2e^{0.05t}=2, giving 0.05t=ln20.05t=\ln 2 and t=ln20.0513.9t=\dfrac{\ln 2}{0.05}\approx 13.9, about 1414 years.

Markers reward the initial value, the chain-rule derivative evaluated at t=10t=10, and using ln\ln to solve for the doubling time.

WACE 20235 marksCalculator-free. (a) Differentiate y=ln(2x2+1)y=\ln(2x^{2}+1). (b) Evaluate 02e0.5xdx\displaystyle\int_{0}^{2} e^{-0.5x}\,dx, giving an exact answer.
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A calculator-free pairing of differentiation and integration.

(a) Chain rule f(x)f(x)\dfrac{f'(x)}{f(x)} with f(x)=2x2+1f(x)=2x^{2}+1: dydx=4x2x2+1\dfrac{dy}{dx}=\dfrac{4x}{2x^{2}+1}.

(b) e0.5xdx=2e0.5x+c\displaystyle\int e^{-0.5x}\,dx=-2e^{-0.5x}+c. Apply the limits: [2e0.5x]02=2e1(2e0)=22e1=22e\bigl[-2e^{-0.5x}\bigr]_{0}^{2}=-2e^{-1}-(-2e^{0})=2-2e^{-1}=2-\dfrac{2}{e}.

Markers reward the chain rule in (a) and the 1k\dfrac{1}{k} factor with both limits substituted in (b).

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