Exponentials and Logarithms: past paper questions & worked solutions
Every Exponentials and Logarithms question from the WMA13 papers in our bank, 2020–2026, sorted from easiest to hardest. Try each one first, then open the worked solution.
The model, with its coefficient rounded as requested, is
\[h=\frac{251}{m^{0.25}}.\]
Part (c)
When $m=1$, $h=p$. Thus $p$ is the model's predicted heart rate, in beats per minute, for a mammal of mass $1$ kg.
Final answer
(a) $191\text{ beats per minute}$ (b) $p=10^{2.4}=251\ \text{(3 s.f.)},\qquad q=0.25$ (c) $predicted heart rate, in beats per minute, for a mammal of mass $1$ kg$
8. WMA13/01 October 2024 · Q4
Easy6 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Thus $S=30760.968\ldots\ \mathrm{km}^2$. To 3 significant figures, the area is $3.08\times10^4\ \mathrm{km}^2$.
\[\boxed{S=3.08\times10^4\ \mathrm{km}^2}\]
Part (b)
Exponentiating and using index laws,
\[S=10^{4.5-0.006t}=10^{4.5}(10^{-0.006})^t.\]
Thus $p=31622.7766\ldots$ and $q=0.9862795\ldots$. To 3 significant figures, $p=3.16\times10^4$ and $q=0.986$. Hence the complete model, with both constants rounded as requested, is $S=31600(0.986)^t$, where $S$ is in $\mathrm{km}^2$ and $t$ is in years.
\[\boxed{S=31600(0.986)^t}\]
Part (c)
The factor $q$ is the yearly multiplier for the sea-floor area covered by coral reefs. Each year, about $98.6\%$ of the previous year's coral-covered sea-floor area remains. This is a yearly decrease of about $1.4\%$ (or $1.372\ldots\%$ using the unrounded value of $q$).
\[\boxed{\text{About }98.6\%\text{ of the coral-covered sea-floor area remains each year.}}\]
Final answer
(a) $S=3.08\times10^4\ \mathrm{km}^2$ (b) $S=31600(0.986)^t$ (c) $\text{About }98.6\%\text{ of the coral-covered sea-floor area remains each year.}$
11. WMA13/01 May/June 2023 · Q2
Easy6 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
(i) Write $Y=\log_6T$, $X=\log_6x$. The gradient is $(0-4)/(2-0)=-2$ and the intercept is 4, so $Y=4-2X$. (ii) Since $216=6^3$, $\log_6T=4-2(3)=-2$, hence $T=6^{-2}=1/36$.
Easy6 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
(i) Extraction starts at $G=0$: $30e^{1-0.05k}=40$, so $1-0.05k=\ln(4/3)$ and $k=20(1-\ln(4/3))=14.24635855\ldots$ years. (ii) This is 14 years and $12(0.24635855\ldots)=2.95630261\ldots$ months after 1 January 1800. Two full months have elapsed from January 1814, so the date is in March 1814. Use the unrounded fractional year to identify the month.
\[\boxed{k=14.2\text{ years (3 s.f.)};\quad\text{March 1814}}\]
Part (b)
On 1 January 1870, $t=70$. Substitute: $G(70)=40-30e^{1-0.05(70)}=40-30e^{-2.5}=37.53745004\ldots$ tonnes.
\[\boxed{37.5\ \text{tonnes}}\]
Part (c)
As $t\to\infty$, $e^{1-0.05t}\to0$, so $G\to40$ tonnes.
Therefore $a=10^{1.478}=30.060763\ldots$, which rounds to 30 to the nearest integer, and $b=10^{0.0646}=1.16037937\ldots$, which rounds to 1.16 to three significant figures.
\[\boxed{a=30,\qquad b=1.16}\]
Part (b)
At $t=30$, use the original model to retain precision:
To two significant figures the covered area is $2.6\times10^3\ \mathrm{mm}^2$. Using the rounded model $30(1.16)^{30}$ gives the same two-significant-figure answer.
To 3 significant figures, $\boxed{a=316,\quad b=1.19}$.
Part (b)
Each year the model multiplies the number of recycling households by $b$. This means an increase of approximately $\boxed{19\%\text{ per year}}$ (about $18.85\%$ using the unrounded value).
The roots are $(21\pm\sqrt{697})/2$, so the positive upper bound is $k\lt (21+\sqrt{697})/2=23.700378782\ldots$. With $k\gt 1$ an integer, the greatest possible value is $k=23$.
Final answer
(i) $4*x/(2*x^2+5)$ (ii) $23$
20. WMA13/01 May/June 2024 · Q2
Medium7 marks · main topic: IntegrationShow worked solution
Part (a)
Multiplying the proposed identity by $x-2$ gives
\[2x^2-5x+8=(Ax+B)(x-2)+C=Ax^2+(B-2A)x+C-2B.\]
Thus $A=2$, $B-4=-5$ and $C-2(-1)=8$, giving $B=-1$, $C=6$. Hence $g(x)=2x-1+6/(x-2)$, for $x\ne2$.
For every finite $t\ge0$, $8e^{-Bt}\gt 0$ because $B\gt 0$. Thus $T=10+8e^{-Bt}\gt 10$; as $t\to\infty$, T approaches 10 from above. It therefore cannot reach 5 degrees Celsius.
At $t=7$, this is $4.7265337\ldots$ thousand phones per month. Multiplying by 1000 gives $4726.5337\ldots$ phones per month.
\[\boxed{4.73\times10^3\ \text{phones per month}}\]
Part (d)
For $t\ge0$, $93e^{-0.109t}\gt 0$, so $N\lt 125$ and $N\to125$ as $t\to\infty$. The model can therefore never reach 150000 phones: its limiting count is 125000.
\[\boxed{\text{No: the limiting count is }125000\text{ phones.}}\]
Final answer
(a) $A=93$ (b) $T=12.05\ \text{months}$ (c) $4.73\times10^3\ \text{phones per month}$ (d) $\text{No: the limiting count is }125000\text{ phones.}$
24. WMA13/01 October 2023 · Q5
Medium7 marks · main topic: Applications of DifferentiationShow worked solution
Part (a)
Set $u=x^2+k\gt 0$. Applying the quotient and chain rules,
There are three distinct real stationary points precisely when $e-k\gt 0$. In that case the factor $1-\ln(x^2+k)$ is positive between the outer roots and negative outside them; $2x$ changes sign at zero. Thus the derivative changes sign at all three points, so all are turning points. Together with $k\gt 0$, the three coordinates below are real and distinct; the restriction is $0\lt k\lt e$.
At $k=e$, the two outer stationary points merge with $x=0$, so there are no longer three distinct turning points. Values of $k$ can approach $e$ from below, but cannot equal it under this condition.
Medium7 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
The slope is $(3.85-3.08)/(5-0)=0.154$ and the vertical intercept is 3.08. The plotted vertical coordinate is $\log_{10}N$, not N.
\[\boxed{\log_{10}N=0.154t+3.08}\]
Part (b)
Taking logs of $N=ab^t$ gives $\log_{10}N=\log_{10}a+t\log_{10}b$. Compare with (a): $\log_{10}a=3.08$ and $\log_{10}b=0.154$. Thus $a=10^{3.08}=1202.2644\ldots$ and $b=10^{0.154}=1.4256076\ldots$. To three significant figures:
\[\boxed{a=1.20\times10^3,\qquad b=1.43}\]
Part (c)
Use the unrounded logarithmic model to avoid rounding drift:
Taking natural logarithms gives $0.15T=\ln(25/9)$, so $T=\ln(25/9)/0.15=6.8110083\ldots$ days.
\[\boxed{T=6.8\ \text{days}}\]
Part (c)
Divide numerator and denominator by $pe^{0.15t}$: $A=80/(1+(4/p)e^{-0.15t})\longrightarrow80$ as $t\longrightarrow\infty$. Thus the model's limiting pond surface area is $80\,\mathrm{m^2}$; the finite-time covered area approaches this value from below.
Medium7 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
Taking base-ten logarithms gives $\log_{10}A=\log_{10}p+t\log_{10}q$. The intercept is 0.32 and the gradient is $(0.56-0.32)/8=0.03$. Thus $p=10^{0.32}=2.08929613\ldots$ and $q=10^{0.03}=1.071519305\ldots$.
\[\boxed{p=2.089,\qquad q=1.072}\]
Part (b)
Using the parameter values requested in (a), $A=2.089(1.072)^t$. For an arbitrary positive base, $d(q^t)/dt=q^t\ln q$, so
Medium7 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
Taking logarithms gives $\log_{10}P=\log_{10}a+t\log_{10}b$. Match the intercept and gradient: $\log_{10}a=0.68$, $\log_{10}b=0.09$. Thus $a=10^{0.68}=4.786300923\ldots$ and $b=10^{0.09}=1.230268771\ldots$.
\[\boxed{a=4.79,\qquad b=1.23}\]
Part (b)
At $t=0$, $P=a$. Thus a is the percentage of the country's population with internet access at the start of 2005, approximately $4.79\%$.
\[\boxed{\text{Initial percentage with internet access at the start of 2005}}\]
Part (c)
The start of 2015 is $t=10$ years after the start of 2005. Using the model parameters, $P=4.79(1.23)^{10}=37.9652818\ldots\%$, giving $38.0\%$ to three significant figures. Using unrounded parameters gives $10^{0.68+0.09(10)}=38.0189396\ldots\%$, the same rounded answer.
\[\boxed{38.0\%}\]
Final answer
(a) $a=4.79,\qquad b=1.23$ (b) $\text{Initial percentage with internet access at the start of 2005}$ (c) $38.0\%$
29. WMA13/01 January 2026 · Q5
Medium8 marks · main topic: Functions, Composition & InversesShow worked solution
Part (a)
Substitute $f(x)$ into $f$ and multiply numerator and denominator by $x-4$:
At $t=T$, the derivative is zero. The exponential and denominator are positive, so $19-e^{0.2T}=0$. Therefore $e^{0.2T}=19$ and $A=19$. The derivative is positive before $T$ and negative after $T$, confirming a maximum.
Part (d)
Since $e^{0.2T}=19$, we have $e^{0.1T}=\sqrt{19}$. Substitution into the model gives
Then $\sqrt{x}=1/(2e)$ and $\ln(4x)=-2$, giving $f(x)=6(1/(2e))(-2)=-6/e$.
\[\boxed{Q=\left(\frac1{4e^2},-\frac6e\right)}\]
Part (c)
The factor $3/\sqrt{x}$ is positive and $\ln(4x)+2$ increases through zero at $Q$, so $f'$ changes from negative to positive: $Q$ is the global minimum. As $x\to\infty$, $f(x)\to\infty$, hence the range of $f$ is $[-6/e,\infty)$. Multiplication by $-2$ reverses the inequality and includes the maximum $12/e$.
Medium8 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
At $t=0$, $2500=Ae^0$, so $A=2500$ exactly. At $t=8$, $10000=2500e^{8k}$; hence $e^{8k}=4$ and $k=\ln4/8=0.1732867951\ldots$. To four significant figures:
Thus $p=10^{2.74}=549.5408739\ldots$ and $q=10^{0.079}=1.199499303\ldots$. Round p to the nearest integer and q to two significant figures.
\[\boxed{p=550,\qquad q=1.2}\]
Part (b)
At $t=0$, $x=pq^0=p$. Thus p is the initial amount of antibiotic in the patient's bloodstream, approximately 550 milligrams immediately after the dose in this model.
\[\boxed{p\text{ represents the initial amount, approximately }550\ \mathrm{mg}}\]
Part (c)
For the second patient, write $x=400e^{-t\ln1.4}$. Differentiate to obtain $dx/dt=-400\ln(1.4)\,1.4^{-t}$. At $t=5$, the derivative is $-25.02470969\ldots\,\mathrm{mg\,h^{-1}}$. The negative sign indicates the amount is decreasing.
For $x\gt 0$, the denominator $x+1\gt 1$, so $0\lt f(x)\lt 12$. Conversely, every $y$ with $0\lt y\lt 12$ gives $x=12/y-1\gt 0$. Thus the range of $f$, and hence the domain of its inverse, is $(0,12)$. Interchanging $x$ and $y$ gives
The algebraic candidates are $x=-4$ and $x=3$. Reject $x=-4$ because it lies outside $0\lt x\lt 12$. For $x=3$, $f^{-1}(3)=12/3-1=3=f(3)$, so the only real solution is
Hard9 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
The gradient is $(2.25-2)/(5-0)=0.05$ and the vertical intercept is $2$. Hence $\log_{10}V=0.05t+2$.
Part (b)
\[V=10^{0.05t+2}=100(10^{0.05})^t.\]
Thus $a=100$ exactly and $b=10^{0.05}=1.122018454\ldots=1.12$ to three significant figures. In the requested rounded-parameter form, $V=100(1.12)^t$; retain the unrounded base for later calculations.
Hard9 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
At $t=0$, $e^{-0.05t}=1$, so $H=280+24=304$ degrees Celsius.
\[\boxed{H(0)=304^\circ\mathrm C}\]
Part (b)
The curve starts at $(0,304)$ and decreases for $t\ge0$. The exponential term stays positive and tends to zero, so the curve approaches $H=24$ from above without crossing it.
\[\boxed{H=24\text{ is the horizontal asymptote}}\]
Since the exponential is increasing, this becomes $x+1\lt e^{-1/4}$ or $x+1\gt e^{5/4}$. Intersect with the logarithmic domain; neither boundary is included because the source inequality is strict.
Both values are positive and at least 1, hence both correspond to $T\ge0$. Finally $T=\ln u/k$ gives $5.6779528361\ldots$ or $20.8488936858\ldots$ days. To one decimal place the two times are as follows.
Continuity guarantees a root between them. Moreover $F'(x)=5e^{x-1}+2x\gt 0$ on this positive interval, so that root is unique there. It is the positive intersection $\alpha$, and rounds to 1.134 to three decimal places.
\[\boxed{\alpha=1.134\text{ to 3 d.p.}}\]
Part (c)
Start at $x_1=-3$ and keep full precision in $x_{n+1}=-\sqrt{7-5e^{x_n-1}}$:
For $-\pi/4\lt x\lt \pi/4$, $e^{3x}\sec2x$ is positive and nonzero. Hence $g'(x)=0$ precisely when $3+2\tan2x=0$, or $\tan2x=-3/2$. Since $-\pi/2\lt 2x\lt \pi/2$, tangent is one-to-one there:
Here $x\lt 0$ from the original interval, so the square root is real and nonzero.
\[\boxed{f(x)=\sqrt{1-e^{2x}},\qquad x\lt 0}\]
Final answer
(i)(a) $g'(x)=e^{3x}\sec2x(3+2\tan2x)$ (i)(b) $x=-\frac12\arctan\frac32\approx-0.491$ (ii) $f(x)=\sqrt{1-e^{2x}},\qquad x\lt 0$
48. WMA13/01 January 2026 · Q3
Hard10 marks · main topic: IntegrationShow worked solution
Part (i)
Increase the power to $8$ and divide by both $8$ and the inner derivative $3$:
\[\int 2(3x+5)^7\,dx=\frac{(3x+5)^8}{12}+C.\]
Part (ii)(a)
The denominator is $x^2+x-2$. The first quotient term is $4x$. Subtracting $4x(x^2+x-2)$ leaves $-3x^2+x+14$. The next quotient term is $-3$. Subtracting $-3(x^2+x-2)$ leaves $4x+8$. Thus polynomial division gives
As $x\downarrow1/3$, $g(x)\to0$; as $x\to\infty$, $g(x)\to3$. Since g is strictly increasing, its range is $(0,3)$; neither limiting value is attained. Interchange the input and output symbols.
The inner function g takes every value in $(0,3)$. Since $f(u)=2+5\ln u$ is increasing for $u\gt 0$, its values on this interval run from $-\infty$ to, but not including, $2+5\ln3$.
Since $x+50\gt 0$, logarithms give $0.02x=\ln(150/(x+50))$. Also $h”(x)=-(0.02+0.0002x)e^{0.02x}\lt 0$ on $[0,d]$. Thus the stationary point is the unique maximum; the endpoints both have zero height.
(ii) Continuing with full intermediate precision gives $x_3=30.54431108\ldots$, $x_4=31.09139065\ldots$, $x_5=30.75292479\ldots$ and $x_6=30.96205562\ldots$. Continued iteration converges to $30.88212\ldots$, which lies in $(0,d)$. This is the horizontal distance at maximum height, not the maximum height itself.
Therefore the requested values to three decimal places are as follows.
\[\boxed{t_2=6.220,\qquad t_6=6.314}\]
Part (e)
The break-even time is approximately $6.315$ years, or $6.315\times12=75.78$ months. Profit starts just after that time; the first complete number of months is therefore 76, not 75. Indeed $P(75/12)\lt 0$ and $P(76/12)\gt 0$.
Hard11 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
At $t=0$, $18=A-180e^0=A-180$. Hence $A=198$.
\[\boxed{A=198}\]
Part (b)
At $t=5$, $90=198-180e^{-5k}$, so $180e^{-5k}=108$ and $e^{-5k}=3/5$. Taking logarithms gives $-5k=\ln(3/5)$, hence $k=(1/5)\ln(5/3)$. Thus one suitable rational pair is $p=1/5$, $q=5/3$.
Round the temperature to three significant figures.
\[\boxed{126^\circ\mathrm C}\]
Part (d)
Differentiate with respect to time: $d\theta/dt=180ke^{-kt}$. At $t=9$ this is $180[\ln(5/3)/5]e^{-(9/5)\ln(5/3)}=7.332421555\ldots$. The sign is positive because the oven is warming.
Continuing without rounding intermediate values gives $t_3=10.3954778346\ldots$, $t_4=10.3954789826\ldots$ and $t_5=10.3954789844\ldots$. Thus (i) $t_2=10.3947$, and (ii) $M=10.3955$ minutes, both to 4 decimal places.
Hard12 marks · main topic: Numerical MethodsShow worked solution
Part (a)
Differentiate the velocity:
\[v'(t)=-e^{t-10}+9e^{-0.75t}.\]
At a stationary velocity, $e^{t-10}=9e^{-0.75t}$, so $e^{1.75t}=9e^{10}$ and $t=(10+\ln9)/1.75=6.9698426\ldots$ seconds. The second derivative $-e^{t-10}-6.75e^{-0.75t}$ is negative, so this is a maximum. Substitute this unrounded time into v to get $11.88728125\ldots$ metres per second.
\[\boxed{v_{\max}=11.9\ \mathrm{m\,s^{-1}}}\]
Part (b)
Integrating the velocity gives $12t-e^{t-10}+16e^{-0.75t}$. Evaluate between 0 and T:
\[100=12T-e^{T-10}+16e^{-0.75T}-(-e^{-10}+16).\]
Rearrange to $12T=116-16e^{-0.75T}+e^{T-10}-e^{-10}$ and divide by 12.
For every $x\gt 2$, the squared denominator is positive; hence $f'(x)\lt 0$. Therefore f is strictly decreasing on its whole domain.
\[\boxed{f\text{ is strictly decreasing on }(2,\infty)}\]
Part (c)
Set $y=3+2\ln x$. Then $\ln x=(y-3)/2$, so $x=e^{(y-3)/2}$. For $x\ge1$, the original range is $y\ge3$. Interchanging the input and output symbols gives the inverse with its domain.
\[\boxed{g^{-1}(x)=e^{(x-3)/2},\quad x\ge3}\]
Part (d)
The equation $g(f(a))=5$ gives $3+2\ln(f(a))=5$, so $\ln(f(a))=1$ and $f(a)=e$. Using the simplified f,
The resulting value is approximately $2.2083\gt 2$, and the inner output $e\ge1$ is admissible for g.
\[\boxed{a=\frac{5e}{3e-2}}\]
Final answer
(a) $f(x)=\frac{2x}{3x-5},\quad x\gt 2$ (b) $f\text{ is strictly decreasing on }(2,\infty)$ (c) $g^{-1}(x)=e^{(x-3)/2},\quad x\ge3$ (d) $a=\frac{5e}{3e-2}$
59. WMA13/01 May/June 2021 · Q8
Hard13 marks · main topic: Log Graphs & Exponential ModelsShow worked solution
Part (a)
At the start, $t=0$ and $e^{0.3t}=1$. Thus $N(0)=600/(2+1)=200$.
\[\boxed{200\text{ fish}}\]
Part (b)
Divide numerator and denominator by $e^{0.3t}$ to write $N=600/(1+2e^{-0.3t})$. As $t\to\infty$, the denominator tends to 1, so the upper limit is 600 fish.
\[\boxed{600\text{ fish}}\]
Part (c)
Set $N=500$ and multiply through: $1000+500e^{0.3t}=600e^{0.3t}$, so $e^{0.3t}=10$. Hence $t=\ln10/0.3=7.675283643\ldots$ years. The fractional year is $12(0.675283643\ldots)=8.10340372\ldots$ months. Round only the months to the nearest whole month.
Hard14 marks · main topic: Applications of DifferentiationShow worked solution
Part (a)
Factor the denominator as $(x-4)(x+3)$ and multiply the proposed identity through by it:
\[x^4-x^3-10x^2+3x-9=(x^2+P)(x^2-x-12)+Q(x+3).\]
The right side expands to $x^4-x^3+(P-12)x^2+(Q-P)x+3Q-12P$. Comparing coefficients gives $P-12=-10$, so $P=2$, and $Q-P=3$, so $Q=5$. The constant check is $3(5)-12(2)=-9$, as required. The identity holds where the original fraction is defined: the stated $x\gt -3$ still excludes $x=4$.
\[\boxed{P=2,\qquad Q=5}\]
Part (b)
From (a), $g(x)=x^2+2+5/(x-4)$ on the curve domain. Thus $g'(x)=2x-5/(x-4)^2$. At $x=2$, $g(2)=4+2-5/2=7/2$ and $g'(2)=4-5/4=11/4$. The tangent through $(2,7/2)$ is