A Savings Club's Spreadsheet That Gives No Answer at No Growth: The Value the Formula Closes On
A savings club pays $200 into a fund at the end of each year for 20 years. The fund multiplies by r each year, so the value at the end is T(r) = 200 × r20 − 1r − 1 dollars. The club's spreadsheet reports an error for a year of no growth at all, which is r = 1. (a) Find limr → 1 T(r) and say what it means for the club. (b) With no growth at all, how many yearly payments of $200 would the club need to hold $6000?
The formula is a quotient, and at r = 1 the top and the bottom are both zero. That is an indeterminate form: it does not say the value is 1, or 0, or that there is none. The way through is to factorize the top, cancel the factor that is zero, and read the limit off what is left, which turns out to be the sum of the twenty payments.
- Substitute r = 1 first, to see what happens. The top is 120 − 1 = 0 and the bottom is 1 − 1 = 0, so the formula asks for 00. That is an indeterminate form, and it settles nothing; the spreadsheet reports an error because it is being asked to divide by zero.
- Work the value out either side of 1 instead. At r = 0.999 the formula gives $3962.23 and at r = 1.001 it gives $4038.23. Closer in, r = 0.9999 gives $3996.20 and r = 1.0001 gives $4003.80. The values are closing in on $4000 from both sides.
- Now do the algebra that explains it. The top factorizes: r20 − 1 = (r − 1)(r19 + r18 + … + r + 1). On the way to 1 the growth factor is near 1 but never equal to it, so r − 1 is not zero and may be canceled: T(r) = 200(1 + r + r2 + … + r19).
- The canceled form is a sum of twenty terms, and the limit laws let a limit pass through a sum. Each term tends to 1, so the sum tends to 20, and limr → 1 T(r) = 200 × 20 = 4000.
- (a) The limit is $4000. That is the twenty payments of $200 with no growth added to any of them, which is what a year of no growth should give. The formula has no value at r = 1, but the value it closes on is the sensible one, so the spreadsheet should use 200 × 20 there.
- (b) With no growth, n payments are worth 200n dollars. Solve 200n = 6000, so n = 30. Check: 30 × 200 = 6000, so the club would need ten years more than the twenty it has planned.
answer(a) limr → 1 T(r) = $4000, the twenty payments of $200 with no growth at all, so the spreadsheet should use 200 × 20 for a year of no growth; (b) 30 payments
techniqueIndeterminate Forms · The Idea of a Limit · The Limit Laws
Common pitfalls
- Reading 00 as 1, because the top and the bottom are equal, or as 0, because the top is zero. Neither follows. An indeterminate form takes its value from the way the top and the bottom approach zero, which is what the factorizing and canceling find out; here the answer is 4000, and neither guess is near it.
- Canceling r − 1 and then writing T(1) = 4000. The original formula has no value at r = 1, because dividing by zero is undefined. What is true is that T(r) tends to 4000 as r tends to 1: the canceled sum is a second function, one that agrees with T everywhere except at r = 1, where it fills the hole.
A Car Park Whose Charge Steps Up at Three Hours: The Two One-Sided Limits at the Step
A car park charges $4 for a stay of up to 3 hours, $7 for a stay of more than 3 hours and up to 6 hours, and $12 for any longer stay. Write C(x) for the charge in dollars for a stay of x hours. (a) Find limx → 3− C(x) and limx → 3+ C(x), and say whether limx → 3 C(x) exists. (b) One driver leaves one minute before the six-hour mark and another leaves one minute after it. How much more does the second driver pay?
A charge that steps up is a function given by a different rule on each piece of its domain. At a step the two pieces have to be looked at separately: the limit from the left uses the rule for shorter stays and the limit from the right uses the rule for longer ones. A two-sided limit exists only when those two numbers agree.
- Fix which rule applies on each side of 3 hours. A stay of 2.9 hours, of 2.99 hours or of 2.999 hours is a stay of up to 3 hours, so the charge is $4 every time.
- A limit is about values near the point, not at it. The charge is the constant 4 all the way up to 3, and the limit of a constant is that constant, so limx → 3− C(x) = 4.
- Just above 3 hours the second rule applies and the charge is the constant $7: at 3.001 hours it is $7, and at 3.1 hours it is $7. So limx → 3+ C(x) = 7.
- (a) The left limit is 4 and the right limit is 7. A two-sided limit exists only when the one-sided limits agree, so limx → 3 C(x) does not exist. The charge at exactly 3 hours is $4, because a stay of 3 hours counts as a stay of up to 3 hours.
- At the six-hour mark the same reading gives limx → 6− C(x) = 7 and limx → 6+ C(x) = 12, so the graph jumps again, this time by 12 − 7 = 5.
- (b) The first driver pays $7 and the second pays $12, so the second pays $5 more. Two minutes of parking separate them, and the price of those two minutes is the size of the jump.
answer(a) limx → 3− C(x) = 4 and limx → 3+ C(x) = 7; they disagree, so limx → 3 C(x) does not exist, while C(3) = 4; (b) $5 more
techniqueOne Sided Limits · The Idea of a Limit
Common pitfalls
- Saying that limx → 3 C(x) = 4 because C(3) = 4. The value at the point and the limit at the point are different questions. Every value just to the right of 3 is 7, so no single number is approached from both sides and the two-sided limit does not exist, even though the charge at 3 hours is perfectly well defined.
- Averaging the two one-sided limits to get $5.50. A limit is a value the function gets near, and C(x) is never $5.50 for any stay at all. When the one-sided limits disagree, the answer is that the limit does not exist.
A Courier's Two-Part Charge: The Constant That Takes the Jump Out at Ten Kilograms
A courier charges C(w) = 5 + 2w dollars for a parcel of w kg when w ≤ 10, and C(w) = k + 1.5w dollars when w > 10, where k is a constant. The company wants no jump in the price at 10 kg. (a) Find k. (b) With that value of k, find the charge for a parcel of 16 kg.
The price is given by one rule for light parcels and another for heavy ones, and the two rules meet at 10 kg. No jump means the price approached from below and the price approached from above are the same number, so the two one-sided limits give an equation for k.
- The join is at w = 10. Just below it the first rule applies, so limw → 10− C(w) = 5 + 2 × 10 = 25 dollars. The charge at exactly 10 kg is the same $25, because w ≤ 10 uses the first rule.
- Just above the join the second rule applies, so limw → 10+ C(w) = k + 1.5 × 10 = k + 15 dollars.
- No jump means those two prices are equal: k + 15 = 25.
- (a) k = 25 − 15 = 10. Check: the second rule at 10 kg gives 10 + 15 = $25, the same as the first rule, so the two pieces meet.
- (b) A parcel of 16 kg is over 10 kg, so the second rule applies: C(16) = 10 + 1.5 × 16 = 10 + 24 = $34. Check by adding on from the join: above 10 kg each extra kilogram adds $1.50, and 25 + 6 × 1.50 = $34.
answer(a) k = 10; (b) $34
techniqueOne Sided Limits · The Limit Laws
Common pitfalls
- Putting 16 kg into the first rule and charging 5 + 32 = $37. The first rule is only for parcels of 10 kg or less. Which piece to use is settled by the weight, before any arithmetic is done.
- Choosing k to make the two rates equal rather than the two prices. It is the prices that must agree at the join; the rates are $2 and $1.50 a kilogram and they are meant to differ, which is why the graph still has a corner at 10 kg even with no jump.
Two Towns in One District: The Share of the People One Town Keeps in the Long Run
A district has two towns. Alder has 12000 people and grows by 800 a year; Brook has 8000 people and grows by 1200 a year. After x years Alder's share of the district is f(x) = 12000 + 800x20000 + 2000x. (a) Find limx → ∞ f(x), as a percentage. (b) Find the first whole year in which Alder's share is below 45%.
The share is one linear expression divided by another, so the long run is settled by the terms in x rather than by the numbers the towns start with. Dividing the top and the bottom by x makes that plain: the constant terms turn into fractions that fade to zero, and the limit laws then give the limit as a quotient of the two growth rates.
- The district total is (12000 + 800x) + (8000 + 1200x) = 20000 + 2000x people, which is the bottom of the share, and Alder's people are the top.
- For the long run, divide every term by x: f(x) = 12000x + 80020000x + 2000.
- As x → ∞ both 12000x and 20000x tend to 0. The bottom tends to 2000, which is not zero, so the limit laws let the limit pass through the quotient: limx → ∞ f(x) = 0 + 8000 + 2000 = 25.
- (a) 25 is 40%. In the long run Alder holds 40% of the district, because what settles the share is the two growth rates, 800 and 1200 a year, and not the two starting numbers. Check: after a thousand years the share is 8120002020000, which is 40.2%.
- For part (b), solve 12000 + 800x20000 + 2000x < 0.45. The bottom is positive, so multiplying both sides by it keeps the inequality: 12000 + 800x < 9000 + 900x, which gives 3000 < 100x and x > 30.
- (b) The first whole year is year 31. Check: at x = 30 the share is 3600080000 = 45% exactly, and at x = 31 it is 3680082000, which is 44.9%.
answer(a) 25, that is 40%; (b) year 31
techniqueLimits at Infinity · The Limit Laws
Common pitfalls
- Reading the limit off the constant terms as 1200020000 = 60%, the share the district starts with. Those constants keep their size while the towns grow, so their share of the total fades; the limit is settled by the coefficients of x.
- Taking x > 30 to mean year 30. The share at x = 30 is exactly 45%, which is not below 45%, so the first year that meets the condition is year 31.
A Skydiver Before the Parachute Opens: The Speed the Fall Settles At
A skydiver's speed x seconds after the jump is modeled by v(x) = 60(1 − e−x/6) meters per second. (a) Find limx → ∞ v(x) and say what it means. (b) Find the time at which the speed reaches 54 m/s, which is 90% of that limit. Give it to three significant figures.
The model is a constant minus a decaying exponential. The whole of the long-run behavior sits in that exponential term, which tends to zero, so the limit laws hand back the constant. The second part reverses the model: a stated speed gives an equation in the exponential, and logarithms solve it.
- As x grows, −x6 is a larger and larger negative number and e raised to it is smaller and smaller: at x = 24 it is e−4 ≈ 0.018, and at x = 120 it is e−20, about 2 × 10−9. So limx → ∞ e−x/6 = 0.
- The limit laws pass through the bracket and the multiple: limx → ∞ 60(1 − e−x/6) = 60(1 − 0) = 60.
- (a) The limit is 60 m/s. The fall settles at 60 m/s, the terminal speed, where the air resistance balances the weight. It is never quite reached, because e−x/6 is greater than 0 for every x: after 24 seconds the speed is 58.9 m/s.
- For part (b), put v(x) = 54: 60(1 − e−x/6) = 54, so 1 − e−x/6 = 0.9 and e−x/6 = 0.1.
- Take logarithms of both sides: −x6 = ln 0.1 = −ln 10, so x = 6 ln 10.
- (b) x = 6 ln 10 = 13.8 seconds to three significant figures. Check: v(13.8) = 60(1 − e−2.3) = 53.98 m/s, which is the 54 m/s asked for.
answer(a) limx → ∞ v(x) = 60 m/s, the terminal speed the fall settles at and never quite reaches; (b) 13.8 seconds
techniqueLimits at Infinity · The Limit Laws
Common pitfalls
- Solving 60(1 − e−x/6) = 60 for the moment the terminal speed is reached. That needs e−x/6 = 0, and no value of x makes an exponential zero. The terminal speed is a limit, approached and not reached, which is why the question asks for 90% of it.
- Writing e−x/6 = 0.1 and then x = 6 ln 0.1 = −13.8. The minus sign belongs to the exponent: −x6 = ln 0.1, so x = −6 ln 0.1 = 6 ln 10. A negative time would be before the jump, which the situation rejects.
The Ripple a Lathe Leaves Near the Tip of a Tapering Pin: An Error Trapped Between Two Curves
A lathe cuts a long tapering pin. At a distance x mm from the tip the surface is out by e(x) = x2 sin1x mm, a ripple whose spacing tightens toward the tip; at the tip itself the model has no value. (a) Use the squeeze theorem to find limx → 0 e(x). (b) Within 0.3 mm of the tip, give a bound on how far out the surface can be, using |sin| ≤ 1.
The sine in the model has no limit at the tip: it swings between −1 and 1 faster and faster. What it does have is a fixed pair of bounds, and multiplying those bounds by x2 traps the error between two curves that both tend to zero. That is the squeeze theorem, and it also answers the second part, since the upper bound is a promise about the whole of the region near the tip.
- The sine of any number lies between −1 and 1, so −1 ≤ sin1x ≤ 1 for every x except 0. The awkward part of the model is inside those bounds, however fast it swings.
- Multiply the inequality through by x2. That is a positive number for x ≠ 0, so the inequality signs stay as they are: −x2 ≤ e(x) ≤ x2.
- Both bounding curves have the same limit at the tip: limx → 0 (−x2) = 0 and limx → 0 x2 = 0. The error is trapped between two curves that arrive at the same place.
- (a) By the squeeze theorem, limx → 0 e(x) = 0. The ripple dies away at the tip: the model has no value at x = 0, but every value near it is near 0, so the surface is true there.
- (b) The same bound answers this. For 0 < x ≤ 0.3, the error is at most x2, and x2 is at most 0.32 = 0.09. So the surface is out by at most 0.09 mm. Check: at x = 0.3 the model gives e(0.3) = 0.09 sin 3.33 = −0.017 mm, which is well inside the bound.
answer(a) limx → 0 e(x) = 0 mm, so the ripple dies away at the tip; (b) at most 0.09 mm
techniqueThe Squeeze Theorem · The Idea of a Limit
Common pitfalls
- Trying to find the limit by substituting x = 0. Then sin1x has nothing to be the sine of, since 10 is undefined, and the product law for limits needs both factors to have a limit. The squeeze theorem gets round the factor altogether by bounding it.
- Saying that the limit does not exist because sin1x swings faster and faster near the tip. The swinging never stops, but its size is cut down by the x2 in front of it, and it is the size, not the swinging, that a limit is about.
A Satellite Passing Overhead: When a Straight Line May Stand In for the Arc of Its Orbit
A satellite moves on a circular orbit of radius 7000 km. Two positions on the orbit are θ radians apart, so the distance along the orbit is the arc 7000θ km and the distance in a straight line is the chord 2 × 7000 sinθ2 km. (a) Find the limit of the chord divided by the arc as θ → 0. (b) For θ = 0.1 find the arc, the chord, and the difference between them.
Both distances carry the same radius, so the ratio of the two depends on the angle alone. Written in terms of half the angle it is exactly sin uu, whose limit at zero is the standard one. The limit says the two measurements agree for a small enough angle; putting a particular angle in says by how much they still differ.
- Write the ratio and cancel the radius: 2 × 7000 sinθ27000θ = 2sinθ2θ. The size of the orbit has gone, and only the angle is left.
- Put u = θ2, so that θ = 2u and the ratio is 2sin u2u = sin uu. As θ → 0 the half-angle u → 0 as well.
- The standard limit for an angle in radians is limu → 0 sin uu = 1, so the ratio of the chord to the arc tends to 1.
- (a) The limit is 1. For a small enough angle the straight line and the arc agree as closely as you please, which is why a short hop across an orbit may be measured either way.
- (b) The arc is 7000 × 0.1 = 700 km. The chord is 14000 sin 0.05 = 14000 × 0.0499792 = 699.71 km.
- The difference is 700 − 699.71 = 0.29 km, about 290 m, which is 0.04% of the arc. Check with the ratio itself: sin 0.050.05 = 0.99958, and 700 × 0.99958 = 699.71 km.
answer(a) 1; (b) the arc is 700 km, the chord is 699.71 km, and the difference is 0.29 km, about 290 m
techniqueThe Limit of sin x over x · The Idea of a Limit
examsH2
Common pitfalls
- Working in degrees. With the angle in degrees sin uu tends to π180 rather than to 1, and the arc formula rθ is wrong as well. Both results belong to radians.
- Reading the limit of 1 as an equality, so that the chord is the arc. The ratio tends to 1 but is below 1 for every angle that is not zero: at θ = 0.1 it is 0.99958, and across 700 km that small shortfall is still 290 m.
Stopping Distance as the Grip Runs Out: The One-Sided Limit at Zero Grip
A car traveling at 20 m/s brakes. With a grip of μ between its tires and the road, the stopping distance is d(μ) = v22gμ meters, where v is the speed and g = 10 m/s2. (a) Find the stopping distance on dry tarmac, where μ = 0.8, and on ice, where μ = 0.1, and describe limμ → 0+ d(μ). (b) The car must stop within 50 m. Find the least grip that allows this.
With the speed fixed, the formula is a constant divided by the grip. The grip cannot be negative, so the only approach to zero is from above, and along it the top stays put while the bottom shrinks: the distance passes every length. The target in part (b) is then an inequality in μ.
- Put the numbers in: d(μ) = 2022 × 10 × μ = 40020μ = 20μ meters. The speed and g are fixed, so the whole of the distance is settled by the grip.
- On dry tarmac, d(0.8) = 200.8 = 25 m. On ice, d(0.1) = 200.1 = 200 m, eight times as far.
- Now let the grip fall toward zero from above. The top stays at 20 while the bottom tends to 0 through positive values, so the quotient grows without bound: d(0.01) = 2000 m, and d(0.001) = 20000 m.
- (a) The distances are 25 m and 200 m, and limμ → 0+ d(μ) does not exist: the stopping distance passes every length you name. On a road with no grip at all the car would not stop.
- (b) The target is 20μ ≤ 50. The grip is positive, so multiplying both sides by μ keeps the inequality the way round it is: 20 ≤ 50μ, and μ ≥ 0.4.
- The least grip is 0.4. Check: d(0.4) = 200.4 = 50 m exactly, while a slightly smaller grip of 0.39 gives 51.3 m, which misses the target.
answer(a) 25 m on dry tarmac and 200 m on ice; limμ → 0+ d(μ) does not exist, because the distance passes every length; (b) a grip of at least 0.4
techniqueOne Sided Limits · The Idea of a Limit
Common pitfalls
- Expecting the distance to fall by the same amount for each equal drop in grip. The grip is in the denominator, so what counts is the ratio: from 0.8 to 0.4 the distance doubles from 25 m to 50 m, and from 0.4 to 0.2 it doubles again to 100 m.
- Turning 20μ ≤ 50 into μ ≤ 0.4. Multiplying by μ reverses an inequality only when the multiplier is negative, and a grip is positive, so the sign stays as it is. Testing the end point settles it: μ = 0.4 gives exactly 50 m, and smaller grips give more.
The Depth of a Solar Cooker's Dish: A Ratio That Needs the Surd Rationalized
The reflector of a solar cooker is part of a circle of radius 2 m. At a horizontal distance a meters from the axis the dish is s(a) = 2 − √4 − a2 meters deep. Makers of shallow dishes use the rule that the depth is a24. (a) Find lima → 0 s(a)a2, and say what it has to do with that rule. (b) The dish is 1.2 m across, so a = 0.6 m at the rim. Compare the rule's depth there with the exact depth.
The ratio of the depth to the square of the distance is 00 at the axis, and the surd is what blocks the canceling. Multiplying by the conjugate turns the top into a difference of two squares, the surd disappears from it, and the a2 that made the bottom zero cancels. What is left may be substituted into directly.
- Substituting a = 0 gives 2 − √40 = 00, an indeterminate form. The surd is what blocks any canceling, so clear it first.
- Multiply the top and the bottom by the conjugate 2 + √4 − a2. The top becomes a difference of two squares: (2 − √4 − a2)(2 + √4 − a2) = 4 − (4 − a2) = a2.
- So for a ≠ 0, s(a)a2 = a2a2(2 + √4 − a2) = 12 + √4 − a2. The a2 that made the bottom zero has canceled, and the surd that is left is harmless at a = 0.
- Substituting is safe now: 12 + √4 − 0 = 14.
- (a) The limit is 14, that is 0.25, per meter. It says that near the axis the depth is about a24, which is the makers' rule, and it shows where the rule comes from: 12 × 2, one over twice the radius.
- (b) The rule gives 0.624 = 0.364 = 0.09 m. The exact depth is 2 − √4 − 0.36 = 2 − √3.64 = 0.0921 m. The rule is about 2 mm shallow, which for a cooker's dish is close enough to build to.
answer(a) lima → 0 s(a)a2 = 14, that is 0.25 per meter, which is where the makers' rule comes from; (b) the rule gives 0.09 m against an exact 0.0921 m, so it is about 2 mm shallow
techniqueIndeterminate Forms · The Limit Laws
Common pitfalls
- Writing √4 − a2 = 2 − a. The root of a difference is not the difference of the roots: at a = 0.6, √3.64 = 1.908, while 2 − 0.6 = 1.4, and the depth would come out ten times too big.
- Reading the limit 14 as a depth. It is a depth divided by the square of a distance, so it is measured per meter; the depth itself is about a24 meters, and that tends to 0 as a does.
A Surveyor's Tiny Angles: A Mast's Height and the Drop of a Long Sight Line
A surveyor stands 800 m from a radio mast and measures the angle to its top as 0.02 radians. (a) Use tanθ ≈ θ to find the height of the mast, and say how far out the approximation is. (b) From the same spot the surveyor sights along a level line for 8 km. Taking the Earth as a sphere of radius 6400 km, the ground falls below that line by 6400(1 − cosθ) km, where θ = 86400 radians. Use cosθ ≈ 1 − θ22 to find the drop, in meters.
Near zero the trigonometric functions flatten into polynomials: tanθ and sinθ both behave like θ, and cosθ like 1 − θ22. Both angles here are a few hundredths of a radian or less, so the polynomials do the arithmetic. The second part is the case that needs the quadratic term, because the constant term cancels.
- The height is 800tanθ with θ = 0.02 radians. The angle is small, and for a small angle in radians tanθ ≈ θ.
- So the height is about 800 × 0.02 = 16 m.
- (a) The mast is 16 m tall. The exact value is 800tan 0.02 = 16.0021 m, so the approximation is about 2 mm short over 16 m, which is well inside what a tape would settle.
- For part (b), θ = 86400 = 0.00125 radians, smaller still. With cosθ ≈ 1 − θ22, the bracket becomes 1 − cosθ ≈ θ22 = 0.0012522 = 7.8125 × 10−7.
- The drop is 6400 × 7.8125 × 10−7 = 0.005 km.
- (b) The drop is 5 m over 8 km. Check with the exact cosine: 6400(1 − cos 0.00125) = 0.0050000 km, the same to the nearest millimeter, because the next term of the approximation is of size θ424, about 10−13.
answer(a) 16 m, about 2 mm short of the exact 16.0021 m; (b) a drop of 5 m over 8 km
techniqueSmall-Angle Approximations · The Limit of sin x over x
examsH2
Common pitfalls
- Reading 0.02 as a number of degrees. The approximations tanθ ≈ θ and cosθ ≈ 1 − θ22 hold for radians only: in degrees the height would come out as 800tan 0.02° = 0.28 m, which is not a mast.
- Using cosθ ≈ 1 in part (b). It is true that cos 0.00125 is 1 to six decimal places, but the whole answer lives in what is left after the 1 is taken away: the drop would come out as 0. When the answer is a difference, the approximation must keep the first term that does not cancel.