Pure 4.6 - Sequences and series in modelling

Pure 4.6 - Sequences and series in modelling

Repeated changes become useful models when you define exactly what each term measures. You will choose arithmetic, geometric and relation-defined models, calculate individual quantities and meaningful totals, and interpret their limitations. Timing, units and the difference between a payment and a balance will matter as much as the algebra.

Choose the model from the wording

If a machine uses 20%20\% less chemical each day but needs an extra 10 g10\,\mathrm g for cleaning, must its daily use eventually approach zero? Starting at 120 g120\,\mathrm g, the next day uses 0.8(120)+10=106 g0.8(120)+10=106\,\mathrm g. The added amount may change the long-term story.

You already know

Arithmetic sequences add a fixed amount. Geometric sequences multiply by a fixed ratio. A recurrence such as un+1=f(un)u_{n+1}=f(u_n) uses the preceding term and needs an initial value.

Before selecting a formula, define one term. If unu_n is the deposit in month nn, then SnS_n is the total deposited. If unu_n is the account balance at the end of month nn, adding those balances usually counts the same money repeatedly.

Sequence model and series model

A model is a simplified mathematical description with stated assumptions. A sequence model lists repeated quantities; a series model adds those quantities when the total has a meaning. For example, adding daily water use gives total water used; adding snapshots of the same water tank's contents does not give total water used.

The change from one term to the next determines the structure. “More” alone is not enough: £5£5 more and 5%5\% more describe different rules.

[DIAGRAM: asset_slug: p1_4_6_use_sequences_and_series_in_modelling__diagram_01; asset_name: Pure 4.6 - Sequences and series in modelling - diagram 01; recommended_method: drawn_math; description: Three panels compare exact arithmetic terms with equal additive changes, geometric terms with a fixed multiplicative ratio, and the recurrence update u_(n+1)=0.8u_n+10. Each panel defines the repeated quantity and distinguishes a term from a meaningful total.]
Diagram

For a percentage pp, an increase uses r=1+p/100r=1+p/100 and a decrease uses r=1−p/100r=1-p/100. These multipliers follow from the meaning of a percentage; they are not separately supplied in the formula booklet. The machine's rule combines multiplication and addition, so it is not generally a geometric sequence.

Key idea

Define the quantity and its timing first. Then translate fixed amounts into addition, fixed percentages into multiplication, and combined changes into the stated recurrence.

Decide which rule actually matches a percentage increase.

Arithmetic models for fixed changes

For deposits increasing by £5£5 each month, the change is measured in pounds, not a percentage. An arithmetic model describes the deposits; it does not automatically include interest on the account balance.

The individual payment is un=a+(n−1)du_n=a+(n-1)d, a recall formula that is not supplied in the booklet. The supplied result computes the total.

Arithmetic payment total

If the first payment is aa, the fixed change is dd, and there are n∈Nn\in\mathbb N payments,

Sn=n2{2a+(n−1)d}S_n=\frac n2\{2a+(n-1)d\}

Use the model only while the payment amounts fit the context. Here aa is the first payment and dd is the fixed change.

In the formula booklet.

The first payment is already made at position 11, so the payment in month 1212 has undergone eleven increases.

Worked example 1: a payment and an accumulated total

Question. Nadia deposits £40£40 in month 11, then £5£5 more each month. Ignoring interest, find the month 1212 deposit and the total deposited over 1212 months.

Plan. Define unu_n as the deposit in month nn; use a term for one payment and a sum for the total.

u12=40+11(5)=95eleven increasesS12=122{80+11(5)}sum twelve deposits=810evaluate\begin{aligned} u_{12}&=40+11(5)=95 &&\text{eleven increases}\\ S_{12}&=\frac{12}{2}\{80+11(5)\} &&\text{sum twelve deposits}\\ &=810 &&\text{evaluate} \end{aligned}

Why this step? u12u_{12} is only the final deposit; S12S_{12} includes every deposit.

Answer. The final deposit is £95£95; the total deposited is £810£810.

Check. The mean deposit is (40+95)/2=67.5(40+95)/2=67.5 pounds, and 12(67.5)=81012(67.5)=810.

Change only the fixed monthly increase, from £5£5 to £10£10. The term count stays unchanged.

Worked example 2: a larger additive increase

Question. Nadia instead deposits £40£40 first and £10£10 more each month. Find the month 1212 deposit and the total for 1212 months, ignoring interest.

Plan. Use the same indexing with d=10d=10.

u12=40+11(10)=150one paymentS12=122{80+11(10)}all payments=1140evaluate\begin{aligned} u_{12}&=40+11(10)=150 &&\text{one payment}\\ S_{12}&=\frac{12}{2}\{80+11(10)\} &&\text{all payments}\\ &=1140 &&\text{evaluate} \end{aligned}

Why this step? Changing the increase affects each later payment, not just the final one.

Answer. £150£150 in month 1212, and £1140£1140 in total.

Check. The extra deposits over the first plan are 0,5,10,…,550,5,10,\ldots,55, totalling 330330; 810+330=1140810+330=1140.

A negative dd can model decreasing deposits, but the model ends before deposits become negative unless withdrawals have explicitly been allowed.

Watch out

Using 40+12(5)40+12(5) for the twelfth deposit counts twelve changes. There are only eleven changes after the first deposit.

Find both quantities for a fresh arithmetic plan.

Geometric models for fixed percentages

A percentage increase acts on the current payment, so the amount added changes. A 6%6\% increase on 12001200 is 7272, but the next increase is 6%6\% of 12721272, not another 7272.

The individual payment is un=arn−1u_n=ar^{n-1}, which is not in the formula booklet. For a total, use the supplied finite sum.

Geometric payment total

For first payment aa, fixed ratio rr and n∈Nn\in\mathbb N,

Sn=a(rn−1)r−1(r≠1)S_n=\frac{a(r^n-1)}{r-1}\quad(r\ne1)

This is an equivalent form of the supplied geometric sum. Use Sn=naS_n=na if r=1r=1.

In the formula booklet.

A payment made in year 11 experiences n−1n-1 increases by year nn. An initial balance at time 00, however, experiences nn increases by time nn; define timing before choosing the exponent.

Worked example 3: percentage growth in annual pledges

Question. A charity pledge is £1200£1200 in year 11, increasing by 6%6\% each year. Find the year 88 pledge and the total pledged over the first 88 years, to the nearest pound.

Plan. Use r=1.06r=1.06, seven increases for the eighth pledge, and eight terms for the total.

u8=1200(1.06)7eighth payment=1804.3563…retain precisionS8=1200(1.068−1)0.06eight-payment total=11876.9615…evaluate\begin{aligned} u_8&=1200(1.06)^7 &&\text{eighth payment}\\ &=1804.3563\ldots &&\text{retain precision}\\ S_8&=\frac{1200(1.06^8-1)}{0.06} &&\text{eight-payment total}\\ &=11876.9615\ldots &&\text{evaluate} \end{aligned}

Why this step? The term exponent is 77, while the sum formula uses 88; they perform different jobs.

Answer. £1804£1804 in year 88, and £11877£11877 in total.

Check. Eight increasing pledges lie between 8(1200)=96008(1200)=9600 and 8(1804.3563…)=14434.85…8(1804.3563\ldots)=14434.85\ldots pounds; the total does too.

Change only the annual growth rate, to 3%3\%. Each exponent still counts the same number of increases.

Worked example 4: a lower percentage increase

Question. The first pledge is still £1200£1200, but it increases by 3%3\% annually. Find the year 88 pledge and first-eight-year total, to the nearest pound.

Plan. Replace the multiplier by 1.031.03, retaining the term and sum structure.

u8=1200(1.03)7=1475.8486…seven increasesS8=1200(1.038−1)0.03eight terms=10670.8033…evaluate unrounded\begin{aligned} u_8&=1200(1.03)^7=1475.8486\ldots &&\text{seven increases}\\ S_8&=\frac{1200(1.03^8-1)}{0.03} &&\text{eight terms}\\ &=10670.8033\ldots &&\text{evaluate unrounded} \end{aligned}

Why this step? Halving the percentage does not halve the total: the original payment remains part of every term.

Answer. £1476£1476 in year 88, and £10671£10671 in total.

Check. Both outputs are smaller than in the 6%6\% plan, but exceed the constant-payment amounts 12001200 and 96009600, respectively.

These models assume the percentage applies at each stated interval and that payments follow the rule before final rounding. If each actual payment is rounded to pennies, calculate according to that explicitly stated rule instead.

Watch out

A 5%5\% increase uses r=1.05r=1.05; a 5%5\% decrease uses r=0.95r=0.95. The number 0.050.05 is only the changed fraction, not the retained amount.

Find a total under a new fixed-percentage rule.

Infinite and limiting models

Repeated outputs that shrink by a fixed percentage may have a finite total even if the model has infinitely many stages. Distinguish the limit of each output, which may be zero, from the limit of the accumulated total.

A limiting geometric total

If successive outputs form a geometric sequence with first term aa and ∣r∣<1|r|<1, then

S∞=a1−rS_\infty=\frac a{1-r}

For positive physical outputs, normally a>0a>0 and 0≤r<10\le r<1. A negative ratio needs a context where signed quantities make sense.

In the formula booklet.

The formula describes the consequence of continuing the assumptions indefinitely. It does not establish that real equipment will follow the rule forever.

Worked example 5: a finite total from repeated shrinking outputs

Question. A tap releases 36 ml36\,\mathrm{ml} in the first minute. Each following minute releases 80%80\% of the preceding minute's amount. Find the model's total release over all minutes.

Plan. Treat the minute-by-minute amounts as terms and sum the convergent geometric series.

a=36,r=0.8retained fraction∣r∣<1check convergenceS∞=361−0.8=180limiting total\begin{aligned} a&=36,\quad r=0.8 &&\text{retained fraction}\\ |r|&<1 &&\text{check convergence}\\ S_\infty&=\frac{36}{1-0.8}=180 &&\text{limiting total} \end{aligned}

Why this step? The term is the amount released during a minute, so adding terms gives total water released.

Answer. 180 ml180\,\mathrm{ml}, according to the model.

Check. The first two minutes release 36+28.8=64.8 ml36+28.8=64.8\,\mathrm{ml}; the limiting total is larger, as it must be.

Change only the retained percentage, from 80%80\% to 90%90\%. Slower shrinkage produces a larger total.

Worked example 6: slower decay

Question. The first-minute release remains 36 ml36\,\mathrm{ml}, but each later minute releases 90%90\% of the previous amount. Find the limiting total.

Plan. Use r=0.9r=0.9 in the convergent sum.

S∞=361−0.9∣0.9∣<1=360divide by 0.1\begin{aligned} S_\infty&=\frac{36}{1-0.9} &&|0.9|<1\\ &=360 &&\text{divide by }0.1 \end{aligned}

Why this step? A smaller fractional loss leaves more water in every later term.

Answer. 360 ml360\,\mathrm{ml}.

Check. Every term after the first is greater than in the 80%80\% model, so its total must exceed 180 ml180\,\mathrm{ml}.

A realistic limitation is that individual drops have a non-zero size, so eventually a smoothly shrinking minute-by-minute rule becomes unsuitable. This is a specific physical reason, not just the vague claim that “models are inaccurate”.

Watch out

The limiting output and limiting total are different: in the first model, the minute's amount tends to 00, while the accumulated amount tends to 180 ml180\,\mathrm{ml}.

Try another decaying-output model.

Models defined by a relation

A supplied formula can describe a model that is neither arithmetic nor geometric. For example, daily use un=100/(n+1)u_n=100/(n+1) grams gives 50,100/3,25,2050,100/3,25,20 for the first four days, totalling 385/3385/3 grams. The differences and ratios both change, so use the formula itself rather than forcing a standard series formula onto it.

For the opening machine, daily use follows un+1=0.8un+10u_{n+1}=0.8u_n+10. The 20%20\% reduction models the variable use, while 10 g10\,\mathrm g is the additional daily cleaning requirement. The operations occur in that order.

Relation-defined model

A relation-defined model gives a rule linking successive quantities, together with an initial quantity and its timing. A combined rule such as un+1=0.8un+10u_{n+1}=0.8u_n+10 is generally neither arithmetic nor geometric: it combines a fixed multiplier with a fixed addition.

Generate one term at a time. Only sum terms if each term describes a separate quantity to be accumulated.

Worked example 7: generating daily use and its total

Question. A machine uses unu_n grams of chemical on day nn, where u1=120u_1=120 and un+1=0.8un+10u_{n+1}=0.8u_n+10. Find total use over the first four days.

Plan. Generate three later daily amounts, then add all four daily uses.

u2=0.8(120)+10=106day twou3=0.8(106)+10=94.8day threeu4=0.8(94.8)+10=85.84day fourS4=120+106+94.8+85.84=406.64total daily use\begin{aligned} u_2&=0.8(120)+10=106 &&\text{day two}\\ u_3&=0.8(106)+10=94.8 &&\text{day three}\\ u_4&=0.8(94.8)+10=85.84 &&\text{day four}\\ S_4&=120+106+94.8+85.84=406.64 &&\text{total daily use} \end{aligned}

Why this step? The additive 1010 means a geometric-sum formula cannot be applied directly to unu_n.

Answer. 406.64 g406.64\,\mathrm g.

Check. Four decreasing daily uses between 85.8485.84 and 120120 grams give a total between 343.36343.36 and 480480 grams.

Change only the first day's use. The machine follows the same update rule.

Worked example 8: changing the initial quantity

Question. With the same recurrence but u1=80u_1=80, find the total use over the first four days.

Plan. Restart the recurrence at the new initial value, then add the generated amounts.

u2=0.8(80)+10=74first updateu3=0.8(74)+10=69.2second updateu4=0.8(69.2)+10=65.36third updateS4=80+74+69.2+65.36=288.56add four days\begin{aligned} u_2&=0.8(80)+10=74 &&\text{first update}\\ u_3&=0.8(74)+10=69.2 &&\text{second update}\\ u_4&=0.8(69.2)+10=65.36 &&\text{third update}\\ S_4&=80+74+69.2+65.36=288.56 &&\text{add four days} \end{aligned}

Why this step? A recurrence retains the effect of its starting value through every later term.

Answer. 288.56 g288.56\,\mathrm g.

Check. The difference between the two models' daily uses is 40,32,25.6,20.4840,32,25.6,20.48, which totals 118.08=406.64−288.56118.08=406.64-288.56.

Here is the surprise that answers our opening question. The daily use does not tend to zero. The unchanged value LL solves L=0.8L+10L=0.8L+10, giving L=50L=50. More than a guess, the exact relation

un+1−50=0.8(un−50)u_{n+1}-50=0.8(u_n-50)

shows that deviations from 5050 form a geometric sequence. From the original start,

un=50+70(0.8)n−1⟶50u_n=50+70(0.8)^{n-1}\longrightarrow50

The daily use approaches 50 g50\,\mathrm g. Consequently, the total use over indefinitely many days does not have a finite limit: the daily terms do not tend to zero.

Watch out

Adding 1010 after the reduction gives 0.8un+100.8u_n+10. Adding it before the reduction gives 0.8(un+10)=0.8un+80.8(u_n+10)=0.8u_n+8, a different model.

Generate a new combined recurrence carefully.

Interpret and check the model

A model's answer must describe the quantity asked for, over the correct interval and with sensible units. A larger final payment alone does not imply a larger total: payments 10,20,3010,20,30 total 6060, while payments 25,25,2525,25,25 total 7575, despite the smaller final payment.

For counts such as tickets sold, the model can produce non-integer intermediate expectations. Keep these unrounded until the requested final rounding, unless the model explicitly rounds each period. A limitation should connect a concrete assumption to the situation.

Worked example 9: a count model and its limitation

Question. A theatre models weekly season-ticket sales by 240240 in week 11, decreasing by 12%12\% each following week. Estimate total sales in eight weeks, to the nearest ticket, and state one limitation.

Plan. Sum eight terms with r=0.88r=0.88, then interpret the rounded output.

r=1−0.12=0.88retain 88%S8=240(1−0.888)1−0.88eight weekly amounts=1280.730950…evaluate before rounding\begin{aligned} r&=1-0.12=0.88 &&\text{retain }88\%\\ S_8&=\frac{240(1-0.88^8)}{1-0.88} &&\text{eight weekly amounts}\\ &=1280.730950\ldots &&\text{evaluate before rounding} \end{aligned}

Why this step? Sales in week 88 alone are not the total sold by the end of week 88.

Answer. About 12811281 tickets. The assumed 12%12\% decrease may fail if a promotion changes demand.

Check. The total exceeds the first week's 240240 and is below the infinite model total 240/0.12=2000240/0.12=2000.

Change only the weekly decrease, to 10%10\%. The period count and initial sales remain the same.

Worked example 10: interpreting a slower decrease

Question. The theatre instead models a 10%10\% weekly decrease from the same 240240 first-week sales. Estimate the eight-week total and state one limitation.

Plan. Use the revised multiplier and give a contextual conclusion.

r=0.90retain 90%S8=240(1−0.98)0.1geometric total=1366.878696evaluate\begin{aligned} r&=0.90 &&\text{retain }90\%\\ S_8&=\frac{240(1-0.9^8)}{0.1} &&\text{geometric total}\\ &=1366.878696 &&\text{evaluate} \end{aligned}

Why this step? A smaller percentage decrease leaves more sales in every later week.

Answer. About 13671367 tickets. A fixed percentage decline may be unsuitable when the remaining available tickets restrict sales.

Check. The total exceeds the 12%12\%-decrease prediction 12811281, as expected.

Our machine's 50 g50\,\mathrm g limit has the same interpretive lesson: it is a daily use, not a finite lifetime total. The cleaning requirement keeps every day's use above that baseline in the original model.

Exam tip

State what the computed value measures. Give a specific limitation, such as changing demand, finite stock or indivisible drops, rather than merely saying that a model is unrealistic.

Translate, sum and interpret a new sales model.

Quick Recap

  • Define one term and its timing before choosing a formula.
  • Fixed additive changes give arithmetic models; fixed percentage changes give geometric models.
  • Sum separate payments or outputs, rather than repeated snapshots of one balance.
  • A combined recurrence generally needs direct iteration; check operation order and the starting value.
  • Interpret units, valid term counts, rounding and the consequences of assumptions.

The opening machine does not approach zero daily use: its 10 g10\,\mathrm g cleaning addition makes the daily amount approach 50 g50\,\mathrm g.