N16 - Upper and lower bounds (Higher)

N16 - Upper and lower bounds (Higher)

When measured inputs are rounded, the calculated answer also has uncertainty. In N16 you will choose upper and lower bounds for sums, differences, products and quotients. You will then decide which digits of a final answer are actually guaranteed by the measurements.

Bounds of sums and differences (Higher)

Two lengths are labelled 12.4 cm12.4\,\mathrm{cm} and 5.8 cm5.8\,\mathrm{cm}, each correct to one decimal place. Their labelled difference is 6.6 cm6.6\,\mathrm{cm}. Must the true difference round to 6.6 cm6.6\,\mathrm{cm} too? We will find the range before trusting those digits.

You already know

A positive measurement of 12.4 cm12.4\,\mathrm{cm}, rounded to the nearest 0.1 cm0.1\,\mathrm{cm}, gives 12.35⩽x<12.4512.35\leqslant x<12.45. The interval's upper endpoint is excluded.

To make a sum large, make both quantities large. To make a difference x−yx-y large, make xx large but yy small. Subtracting less leaves more.

Lower and upper bounds

Limiting values that a quantity cannot fall below or rise above. A bound need not be attainable. For example, in 12.35⩽x<12.4512.35\leqslant x<12.45, 12.3512.35 is the lower bound and 12.4512.45 is the upper bound; there is no greatest possible real value of xx.

Write each input's bounds first. The operation then decides which ones you need.

Bounds for sums and differences

For quantities xx and yy that can vary separately, let Lx,UxL_x,U_x and Ly,UyL_y,U_y be their lower and upper bounds.

lower bound of x+y=Lx+Lyupper bound of x+y=Ux+Uylower bound of x−y=Lx−Uyupper bound of x−y=Ux−Ly\begin{aligned} \text{lower bound of }x+y&=L_x+L_y\\ \text{upper bound of }x+y&=U_x+U_y\\ \text{lower bound of }x-y&=L_x-U_y\\ \text{upper bound of }x-y&=U_x-L_y \end{aligned}

These give limiting values. Check whether each endpoint is included before writing a full error interval.

Not on the formulae sheet: learn it.

First use both small ends and both large ends for a sum.

Worked example 1: adding measured lengths

Question. Lengths xx and yy are 12.4 cm12.4\,\mathrm{cm} and 5.8 cm5.8\,\mathrm{cm}, each correct to one decimal place. Work out the lower and upper bounds of x+yx+y. Non-calculator.

Plan. Find the two input intervals, then add matching ends.

12.35⩽x<12.45half-unit 0.055.75⩽y<5.85same accuracyLx+y=12.35+5.75=18.10small plus smallUx+y=12.45+5.85=18.30large plus large\begin{aligned} 12.35&\leqslant x<12.45 &&\text{half-unit }0.05\\ 5.75&\leqslant y<5.85 &&\text{same accuracy}\\ L_{x+y}&=12.35+5.75=18.10 &&\text{small plus small}\\ U_{x+y}&=12.45+5.85=18.30 &&\text{large plus large} \end{aligned}

Why use matching ends? Increasing either length increases their sum.

Answer. Lower bound 18.1 cm18.1\,\mathrm{cm}; upper bound 18.3 cm18.3\,\mathrm{cm}. The full interval is 18.1⩽x+y<18.318.1\leqslant x+y<18.3.

Check. The labelled sum 18.2 cm18.2\,\mathrm{cm} lies midway between the limits.

Change only the operation to subtraction. The second input must now move in the opposite direction.

Worked example 2: subtracting measured lengths

Question. For the same measurements, work out the lower and upper bounds of x−yx-y. Non-calculator.

Plan. Subtract the largest yy from the smallest xx for the lower limit; reverse the choices for the upper limit.

Lx−y=12.35−5.85=6.50small minus largeUx−y=12.45−5.75=6.70large minus small\begin{aligned} L_{x-y}&=12.35-5.85=6.50 &&\text{small minus large}\\ U_{x-y}&=12.45-5.75=6.70 &&\text{large minus small} \end{aligned}

Why not subtract both lower bounds? A smaller amount being subtracted makes the result larger, not smaller.

Answer. Lower bound 6.5 cm6.5\,\mathrm{cm}; upper bound 6.7 cm6.7\,\mathrm{cm}. Here 6.5<x−y<6.76.5<x-y<6.7, because reaching either limit would need an excluded input endpoint.

Check. The labelled difference 6.6 cm6.6\,\mathrm{cm} is between the limits, but the interval is too wide to guarantee that value to one decimal place.

Subtraction can make relative uncertainty strikingly large. Numbers labelled 1.01.0 and 0.90.9, each to one decimal place, have a difference between 00 and 0.20.2. The apparent difference 0.10.1 does not deserve the same trust as an exact calculation with exact inputs.

Watch out

Wrong: the upper bound of x−yx-y is Ux−UyU_x-U_y. Right: it is Ux−LyU_x-L_y. Ask what each individual change does to the final expression.

For a positive exact multiplier, multiply both limits by that same number. For example, the bounds of 3x3x are 3Lx3L_x and 3Ux3U_x; the exact count 33 has no rounding allowance.

Bounds of products and powers (Higher)

For positive quantities, a product grows when either factor grows.

If a first factor lies between 3.153.15 and 3.253.25, and a second lies between 4.554.55 and 4.654.65, the smallest product comes from the two small ends. The largest limiting product comes from the two large ends.

[DIAGRAM: asset_name: Choosing bounds for a positive product; asset_slug: aqa8300_n18_product_bounds; caption: A positive product is smallest when both factors are smallest and largest at the two upper limits; description: Axes labelled first factor a and second factor b show the rectangular range 3.15 to 3.25 and 4.55 to 4.65. Its lower left corner is filled sage and labelled lower product 3.15 times 4.55 equals 14.3325. Its upper right corner is hollow clay and labelled upper product 3.25 times 4.65 equals 15.1125. A diagonal arrow points towards larger positive products. The upper and right edges are dashed because those input limits are excluded.]
A positive product is smallest when both factors are smallest and largest at the two upper limits

Positive product and power bounds

If xx and yy are positive and can vary separately, then

Lxy=LxLyUxy=UxUy\begin{aligned} L_{xy}&=L_xL_y\\ U_{xy}&=U_xU_y \end{aligned}

For a positive quantity raised to a positive whole-number power, raise each bound to that power. For example, Lx2=Lx2L_{x^2}=L_x^2 and Ux2=Ux2U_{x^2}=U_x^2.

Not on the formulae sheet: learn it.

The positivity condition matters: increasing a negative factor does not always increase a product. For intervals involving negative values, inspect the endpoint products rather than using this positive-only shortcut. For example, if −3⩽x⩽−2-3\leqslant x\leqslant-2 and 4⩽y⩽54\leqslant y\leqslant5, the limiting products are −15-15 and −8-8, obtained from opposite ends.

Worked example 3: multiplying two measurements

Question. Positive quantities aa and bb are 3.23.2 and 4.64.6, each correct to one decimal place. Work out the lower and upper bounds of abab. Calculator allowed.

Plan. Write both intervals, then multiply the matching ends without rounding.

3.15⩽a<3.25first input interval4.55⩽b<4.65second input intervalLab=3.15×4.55=14.3325small times smallUab=3.25×4.65=15.1125large times large\begin{aligned} 3.15&\leqslant a<3.25 &&\text{first input interval}\\ 4.55&\leqslant b<4.65 &&\text{second input interval}\\ L_{ab}&=3.15\times4.55=14.3325 &&\text{small times small}\\ U_{ab}&=3.25\times4.65=15.1125 &&\text{large times large} \end{aligned}

Why use the same ends? Both factors are positive, so increasing either factor increases the product.

Answer. Lower bound 14.332514.3325; upper bound 15.112515.1125.

Check. The labelled product is 3.2×4.6=14.723.2\times4.6=14.72, between the limits.

Now replace the second factor by the first quantity again. This makes a square, so the same actual value appears twice.

Worked example 4: squaring a positive measurement

Question. The positive quantity aa is 3.23.2, correct to one decimal place. Work out the lower and upper bounds of a2a^2. Calculator allowed.

Plan. Square each endpoint of 3.15⩽a<3.253.15\leqslant a<3.25.

La2=3.152=9.9225square the lower boundUa2=3.252=10.5625square the upper bound\begin{aligned} L_{a^2}&=3.15^2=9.9225 &&\text{square the lower bound}\\ U_{a^2}&=3.25^2=10.5625 &&\text{square the upper bound} \end{aligned}

Why square the endpoints? Squaring increases with the input when the input is positive.

Answer. Lower bound 9.92259.9225; upper bound 10.562510.5625.

Check. 3.22=10.243.2^2=10.24, which lies inside the range.

The uncertainty changes too; it is not a fixed allowance that can be attached to every answer.

Watch out

Wrong: square 3.23.2, then add 0.050.05 for its upper bound. Right: square 3.253.25, giving 10.562510.5625. The uncertainty belongs to the input before the operation.

Apply the same square method to a new measurement.

Bounds of quotients (Higher)

For a positive quotient, making the numerator larger increases the answer, but making the denominator larger decreases it.

Think of 12÷3=412\div3=4. Keep 1212 fixed and change the divisor to 44: the answer becomes 33. A larger divisor fits fewer times. That is why quotient bounds use opposite ends.

Bounds of a positive quotient

If xx and yy are positive, can vary separately, and Ly>0L_y>0, then

Lx/y=LxUyUx/y=UxLyL_{x/y}=\frac{L_x}{U_y} \qquad U_{x/y}=\frac{U_x}{L_y}

To make the result large: large numerator, small denominator. To make it small: small numerator, large denominator. These rules need reconsidering if the denominator can be zero or negative.

Not on the formulae sheet: learn it.

Use exact endpoint values, not a rounded version of a bound obtained in an earlier calculation.

Worked example 5: an upper bound for a quotient

Question. Positive quantities aa and bb are 3.23.2 and 4.64.6, each correct to one decimal place. Work out the upper bound of a÷ba\div b. Give your answer as an exact fraction. Non-calculator.

Plan. Use the upper bound of aa and the lower bound of bb.

Ua=3.25Lb=4.55large numerator, small divisorUa/b=3.254.55choose opposite ends=325455=57scale and simplify\begin{aligned} U_a&=3.25\qquad L_b=4.55 &&\text{large numerator, small divisor}\\ U_{a/b}&=\frac{3.25}{4.55} &&\text{choose opposite ends}\\ &=\frac{325}{455}=\frac57 &&\text{scale and simplify} \end{aligned}

Why not divide 3.253.25 by 4.654.65? Increasing the denominator would reduce the quotient.

Answer. Upper bound 57\frac57.

Check. The labelled quotient is 3.24.6=1623\frac{3.2}{4.6}=\frac{16}{23}. Since 16×7=112<115=5×2316\times7=112<115=5\times23, it is below 57\frac57.

Change only the requested bound. The numerator now needs to be small and the divisor large.

Worked example 6: a lower bound for a quotient

Question. For the same measurements, work out the lower bound of a÷ba\div b. Give your answer as an exact fraction. Non-calculator.

Plan. Use the lower bound of aa and the upper bound of bb.

La=3.15Ub=4.65small numerator, large divisorLa/b=3.154.65choose opposite ends=315465=2131scale and simplify\begin{aligned} L_a&=3.15\qquad U_b=4.65 &&\text{small numerator, large divisor}\\ L_{a/b}&=\frac{3.15}{4.65} &&\text{choose opposite ends}\\ &=\frac{315}{465}=\frac{21}{31} &&\text{scale and simplify} \end{aligned}

Why use a denominator of 4.654.65? A larger positive divisor makes the quotient smaller.

Answer. Lower bound 2131\frac{21}{31}.

Check. 21×23=483<496=16×3121\times23=483<496=16\times31, so 2131<1623\frac{21}{31}<\frac{16}{23}, as expected.

An excluded input endpoint can still supply a limiting bound. It just means the limiting quotient may not itself be attainable.

Watch out

Wrong: divide upper by upper to get an upper quotient. Right: use upper divided by lower, when both inputs are positive. Also check repeated quantities: a÷a=1a\div a=1 for every non-zero aa; you cannot choose two different values for the same aa.

The next question has new inputs. Decide the directions before doing the arithmetic.

Reliable final accuracy (Higher)

A calculator can display many digits that the original measurements do not justify.

To guarantee a rounded answer, every allowed result must round to that same value. Find the output interval and see whether it fits inside a single rounding interval. If two allowed values round differently, that accuracy is not guaranteed.

This test for reliable rounding is not on the formulae sheet: learn it. Do not round the calculated bounds before using them to make the decision.

Worked example 7: one-decimal inputs, whole-number certainty

Question. Positive quantities aa and bb are 7.27.2 and 2.42.4, each correct to one decimal place. Is a÷ba\div b guaranteed to be 3.03.0 to one decimal place? Give a reliable rounded answer. Calculator allowed.

Plan. Calculate both quotient bounds and compare their range with the rounding interval for 3.03.0.

La/b=7.152.45=2.918367…small numerator, large divisorUa/b=7.252.35=3.085106…large numerator, small divisor2.95⩽q<3.05values rounding to 3.0\begin{aligned} L_{a/b}&=\frac{7.15}{2.45}=2.918367\ldots &&\text{small numerator, large divisor}\\ U_{a/b}&=\frac{7.25}{2.35}=3.085106\ldots &&\text{large numerator, small divisor}\\ 2.95&\leqslant q<3.05 &&\text{values rounding to }3.0 \end{aligned}

Why compare whole intervals? Dividing just the labels gives 33, but allowed inputs can produce results below 2.952.95 or above 3.053.05.

Answer. No: one decimal place is not guaranteed. The result is 33 to the nearest whole number, because every possible quotient lies between 2.52.5 and 3.53.5.

Check. Allowed inputs a=7.16a=7.16, b=2.44b=2.44 give a÷b=2.934426…a\div b=2.934426\ldots, which rounds to 2.92.9, not 3.03.0.

Now change only the measurement precision: both inputs are known to two decimal places. This narrows the range enough to support an extra decimal in the answer.

Worked example 8: more precise measurements

Question. Positive quantities aa and bb are 7.207.20 and 2.402.40, each correct to two decimal places. Is a÷ba\div b guaranteed to be 3.03.0 to one decimal place? Calculator allowed.

Plan. Use half-units of 0.0050.005, then compare the quotient interval with 2.95⩽q<3.052.95\leqslant q<3.05.

La/b=7.1952.405=2.991683…new lower boundUa/b=7.2052.395=3.008350…new upper bound2.95<2.991683…<3.008350…<3.05range fits the rounding interval\begin{aligned} L_{a/b}&=\frac{7.195}{2.405}=2.991683\ldots &&\text{new lower bound}\\ U_{a/b}&=\frac{7.205}{2.395}=3.008350\ldots &&\text{new upper bound}\\ 2.95&<2.991683\ldots<3.008350\ldots<3.05 &&\text{range fits the rounding interval} \end{aligned}

Why does the answer improve? The more precise input measurements reduce the possible variation in the quotient.

Answer. Yes. Every possible result rounds to 3.03.0 at one decimal place.

Check. Two decimal places are still not guaranteed: allowed inputs a=7.196a=7.196, b=2.404b=2.404 give 2.993344…2.993344\ldots, which rounds to 2.992.99, while the labels give exactly 3.003.00.

The opening subtraction has the same issue. Allowed values 12.44 cm12.44\,\mathrm{cm} and 5.76 cm5.76\,\mathrm{cm} give a difference of 6.68 cm6.68\,\mathrm{cm}, which rounds to 6.7 cm6.7\,\mathrm{cm}, although the labelled difference is 6.6 cm6.6\,\mathrm{cm}.

Watch out

Wrong: inputs written to one decimal place always give an answer correct to one decimal place. Right: use the range of possible outputs. The operation and the input sizes both affect the uncertainty.

When asked whether a result is definitely within a limit, compare the relevant bound with that limit and state a conclusion. A displayed calculator value alone does not settle a “definitely” question.

Quick Recap

  • Write the input bounds before choosing a calculation.
  • Sums use matching ends; differences use opposite ends.
  • Positive products use lower times lower or upper times upper.
  • Positive quotients use lower divided by upper or upper divided by lower.
  • A rounded answer is guaranteed only if all allowed output values round the same way.

The opening difference need not round to 6.6 cm6.6\,\mathrm{cm}: an allowed true difference is 6.68 cm6.68\,\mathrm{cm}, which rounds to 6.7 cm6.7\,\mathrm{cm}.