Differential Calculus for Social Science 201-103 • CEGEP, Montreal

Corrected exercises: trigonometric functions and their derivatives (201-103)

These ten corrected exercises cover the trigonometric functions of differential calculus in the Social Science program: the circle and the identities as a refresher, the fundamental limit, the derivatives of sine, cosine and tangent, the chain rule on a periodic model and the study of a function over one period.

Exercise 0.1 opens the set with ten derivatives of sine, cosine and tangent to compute directly with the formulas, as in textbook lists: composites such as cos⁡(2t+π3)\cos\left(2t+\frac{\pi}{3}\right), tan⁡(4t)\tan(4t) and sin⁡(t)\sin\left(\sqrt{t}\right), products such as t2sin⁡tt^{2}\sin t and sin⁡(2t)cos⁡(3t)\sin(2t)\cos(3t), the quotient sin⁡t1+cos⁡t\frac{\sin t}{1+\cos t}, the power cos⁡3t\cos^{3}t and a second derivative, each with a value to find at the given point and checked as you type it.

The thread of the set fits in one sentence: here sine is not a triangle tool, it is the MODEL of everything that comes back, and its derivative answers the question an economist or a demographer really asks, at what time of year is growth fastest?

Three pitfalls are named explicitly: differentiating in degrees, which adds a factor of pi over 180 to every formula (exercises 2 and 8); forgetting the factor left by the inner layer of a periodic model (exercise 6); and confusing the amplitude with the maximum value (exercises 4 and 8).

11 corrected exercises • 110 points • 150 minutes

This chapter is part of 201-103, every chapter with its set and sheet Before you start Revision sheet: the traps and the method for this chapter

Self-checking set Type your answers and check them question by question: the page tells you right or wrong before you open the solution. With an account, every answer right on the first try earns points, and your right answers stay filled in when you come back.

Course recap

  • • An angle is measured in RADIANS throughout differential calculus: 180∘=π180^{\circ}=\pi, and every software package works in radians by default.
  • • Pythagorean identity: sin⁡2x+cos⁡2x=1\sin^{2}x+\cos^{2}x=1. It gives the SQUARE of the cosine, never its sign: the quadrant decides.
  • • Related angles: sin⁡(π−x)=sin⁡x\sin(\pi-x)=\sin x, cos⁡(π+x)=−cos⁡x\cos(\pi+x)=-\cos x, sin⁡(−x)=−sin⁡x\sin(-x)=-\sin x, cos⁡(−x)=cos⁡x\cos(-x)=\cos x.
  • • Addition: sin⁡(a+b)=sin⁡acos⁡b+cos⁡asin⁡b\sin(a+b)=\sin a\cos b+\cos a\sin b. Double angle: sin⁡2x=2sin⁡xcos⁡x\sin 2x=2\sin x\cos x and cos⁡2x=cos⁡2x−sin⁡2x\cos 2x=\cos^{2}x-\sin^{2}x.
  • • Fundamental limit: lim⁡x→0sin⁡xx=1\displaystyle\lim_{x\to 0}\dfrac{\sin x}{x}=1 and lim⁡x→01−cos⁡xx=0\displaystyle\lim_{x\to 0}\dfrac{1-\cos x}{x}=0. Both are 00\dfrac{0}{0} forms.
  • • lim⁡x→0sin⁡axbx=ab\displaystyle\lim_{x\to 0}\dfrac{\sin ax}{bx}=\dfrac{a}{b}: it is the RATIO of the coefficients, never 1.
  • • Table: (sin⁡x)′=cos⁡x(\sin x)'=\cos x, (cos⁡x)′=−sin⁡x(\cos x)'=-\sin x, (tan⁡x)′=1cos⁡2x=1+tan⁡2x≥1(\tan x)'=\dfrac{1}{\cos^{2}x}=1+\tan^{2}x\ge 1, so the tangent function has no horizontal tangent line.
  • • Periodic model: f(t)=Asin⁡(ωt+φ)+kf(t)=A\sin(\omega t+\varphi)+k. Amplitude A=max⁡−min⁡2A=\dfrac{\max-\min}{2}, midline k=max⁡+min⁡2k=\dfrac{\max+\min}{2}, period T=2πωT=\dfrac{2\pi}{\omega}.
  • • The maximum is k+Ak+A, NOT AA: the amplitude is measured from the midline (the axis of oscillation), not from zero.
  • • Derivative of a periodic model: f′(t)=Aωcos⁡(ωt+φ)f'(t)=A\omega\cos(\omega t+\varphi). The factor ω\omega comes from the inner layer and it is the number one mistake of the chapter.
  • • UNITS: ω\omega is in radians per unit of time, so AωA\omega is in units of ff per unit of time. It is the quickest check.
  • • f′′(t)=−ω2(f(t)−k)f''(t)=-\omega^{2}\big(f(t)-k\big): the acceleration is proportional to the distance from the mean and has the opposite sign. This is the analytic definition of a cycle.
  • • Growth is MAXIMAL one quarter of a period before the peak, where the curve crosses its mean and where f′′f'' vanishes. The peak is the moment when f′=0f'=0.
  • • Two cycles of the same period add up to ONE single cycle: asin⁡u+bcos⁡u=Rsin⁡(u+φ)a\sin u+b\cos u=R\sin(u+\varphi) with R=a2+b2R=\sqrt{a^{2}+b^{2}} and tan⁡φ=ba\tan\varphi=\dfrac{b}{a}.

Calculations: the trigonometric derivatives to compute

Exercise 0.1: Differentiating sine, cosine and tangent: ten direct calculations

For each function, compute the derivative asked for using the formulas, then evaluate it at the point given. Angles are in radians.

One method for all ten lines: name the LAST operation (sum, product, quotient, power or composite function), apply its rule, then multiply by the derivative of the inside at every layer: (sin⁡u)′=u′cos⁡u(\sin u)'=u'\cos u, (cos⁡u)′=−u′sin⁡u(\cos u)'=-u'\sin u, (tan⁡u)′=u′cos⁡2u(\tan u)'=\frac{u'}{\cos^{2}u}. Values are read off the unit circle; the calculator, in radian mode, is only there to check.

  • a) f(t)=6sin⁡(3t)f(t)=6\sin(3t), then f′(π3)f'\left(\frac{\pi}{3}\right).
  • b) g(t)=cos⁡(2t+π3)g(t)=\cos\left(2t+\frac{\pi}{3}\right), then g′(π12)g'\left(\frac{\pi}{12}\right).
  • c) h(t)=tan⁡(4t)h(t)=\tan(4t), then h′(π16)h'\left(\frac{\pi}{16}\right).
  • d) f(t)=2sin⁡t−3cos⁡tf(t)=2\sin t-3\cos t, then f′(π6)f'\left(\frac{\pi}{6}\right).
  • e) g(t)=t2sin⁡tg(t)=t^{2}\sin t, then g′(π2)g'\left(\frac{\pi}{2}\right).
  • f) h(t)=sin⁡t1+cos⁡th(t)=\frac{\sin t}{1+\cos t}, then h′(π3)h'\left(\frac{\pi}{3}\right).
  • g) f(t)=cos⁡3tf(t)=\cos^{3}t, then f′(π4)f'\left(\frac{\pi}{4}\right).
  • h) g(t)=sin⁡(t)g(t)=\sin\left(\sqrt{t}\right), then g′(π29)g'\left(\frac{\pi^{2}}{9}\right).
  • i) h(t)=sin⁡(2t)cos⁡(3t)h(t)=\sin(2t)\cos(3t), then h′(π6)h'\left(\frac{\pi}{6}\right).
  • j) f(t)=5sin⁡(2t)f(t)=5\sin(2t): compute the SECOND derivative, then f′′(π12)f''\left(\frac{\pi}{12}\right).

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Answers

  • a) f′(t)=18cos⁡(3t)f'(t)=18\cos(3t); f′(π3)=−18f'\left(\frac{\pi}{3}\right)=-18
  • b) g′(t)=−2sin⁡(2t+π3)g'(t)=-2\sin\left(2t+\frac{\pi}{3}\right); g′(π12)=−2g'\left(\frac{\pi}{12}\right)=-2
  • c) h′(t)=4cos⁡2(4t)h'(t)=\frac{4}{\cos^{2}(4t)}; h′(π16)=8h'\left(\frac{\pi}{16}\right)=8
  • d) f′(t)=2cos⁡t+3sin⁡tf'(t)=2\cos t+3\sin t; f′(π6)=3+1.5≈3.232f'\left(\frac{\pi}{6}\right)=\sqrt{3}+1.5\approx 3.232
  • e) g′(t)=2tsin⁡t+t2cos⁡tg'(t)=2t\sin t+t^{2}\cos t; g′(π2)=π≈3.142g'\left(\frac{\pi}{2}\right)=\pi\approx 3.142
  • f) h′(t)=11+cos⁡th'(t)=\frac{1}{1+\cos t}; h′(π3)=23≈0.667h'\left(\frac{\pi}{3}\right)=\frac{2}{3}\approx 0.667
  • g) f′(t)=−3cos⁡2tsin⁡tf'(t)=-3\cos^{2}t\sin t; f′(π4)=−324≈−1.061f'\left(\frac{\pi}{4}\right)=-\frac{3\sqrt{2}}{4}\approx -1.061
  • h) g′(t)=cos⁡t2tg'(t)=\frac{\cos\sqrt{t}}{2\sqrt{t}}; g′(π29)=34π≈0.239g'\left(\frac{\pi^{2}}{9}\right)=\frac{3}{4\pi}\approx 0.239
  • i) h′(t)=2cos⁡(2t)cos⁡(3t)−3sin⁡(2t)sin⁡(3t)h'(t)=2\cos(2t)\cos(3t)-3\sin(2t)\sin(3t); h′(π6)=−332≈−2.598h'\left(\frac{\pi}{6}\right)=-\frac{3\sqrt{3}}{2}\approx -2.598
  • j) f′′(t)=−20sin⁡(2t)f''(t)=-20\sin(2t); f′′(π12)=−10f''\left(\frac{\pi}{12}\right)=-10

The move that decides everything is made BEFORE differentiating: name the last operation. cos⁡3t\cos^{3}t is a power, sin⁡(t)\sin(\sqrt{t}) a composite function, t2sin⁡tt^{2}\sin t a product, sin⁡t1+cos⁡t\frac{\sin t}{1+\cos t} a quotient. Then every layer leaves its inside derivative as a factor, and that factor is the one people forget.

a)

f′(t)=6cos⁡(3t)⋅3=18cos⁡(3t)f'(t)=6\cos(3t)\cdot 3=18\cos(3t). At t=π3t=\frac{\pi}{3}, 3t=π3t=\pi and cos⁡π=−1\cos\pi=-1: f′(π3)=−18f'\left(\frac{\pi}{3}\right)=-18. Pitfall: forgetting the 33 from the inside and answering −6-6.

b)

g′(t)=−sin⁡(2t+π3)⋅2=−2sin⁡(2t+π3)g'(t)=-\sin\left(2t+\frac{\pi}{3}\right)\cdot 2=-2\sin\left(2t+\frac{\pi}{3}\right). At t=π12t=\frac{\pi}{12}, the angle is π6+π3=π2\frac{\pi}{6}+\frac{\pi}{3}=\frac{\pi}{2} and sin⁡π2=1\sin\frac{\pi}{2}=1: g′(π12)=−2g'\left(\frac{\pi}{12}\right)=-2. The phase shift π3\frac{\pi}{3} is a constant: it leaves no factor.

c)

h′(t)=4cos⁡2(4t)h'(t)=\frac{4}{\cos^{2}(4t)}. At t=π16t=\frac{\pi}{16}, 4t=π44t=\frac{\pi}{4} and cos⁡2π4=12\cos^{2}\frac{\pi}{4}=\frac{1}{2}: h′(π16)=412=8h'\left(\frac{\pi}{16}\right)=\frac{4}{\frac{1}{2}}=8. Check with the other form: 4(1+tan⁡2π4)=4×2=84\left(1+\tan^{2}\frac{\pi}{4}\right)=4\times 2=8.

d)

f′(t)=2cos⁡t−3⋅(−sin⁡t)=2cos⁡t+3sin⁡tf'(t)=2\cos t-3\cdot(-\sin t)=2\cos t+3\sin t. At t=π6t=\frac{\pi}{6}: f′(π6)=2⋅32+3⋅12=3+1.5≈3.232f'\left(\frac{\pi}{6}\right)=2\cdot\frac{\sqrt{3}}{2}+3\cdot\frac{1}{2}=\sqrt{3}+1.5\approx 3.232. Pitfall: the sign, −3cos⁡t-3\cos t differentiates to +3sin⁡t+3\sin t.

e)

Product: g′(t)=2tsin⁡t+t2cos⁡tg'(t)=2t\sin t+t^{2}\cos t. At t=π2t=\frac{\pi}{2}, sin⁡=1\sin=1 and cos⁡=0\cos=0: g′(π2)=2⋅π2=π≈3.142g'\left(\frac{\pi}{2}\right)=2\cdot\frac{\pi}{2}=\pi\approx 3.142. Pitfall: writing (t2sin⁡t)′=2tcos⁡t(t^{2}\sin t)'=2t\cos t, by multiplying together the derivatives of the two factors.

f)

Quotient: h′(t)=cos⁡t (1+cos⁡t)−sin⁡t⋅(−sin⁡t)(1+cos⁡t)2=cos⁡t+cos⁡2t+sin⁡2t(1+cos⁡t)2=1+cos⁡t(1+cos⁡t)2=11+cos⁡th'(t)=\frac{\cos t\,(1+\cos t)-\sin t\cdot(-\sin t)}{(1+\cos t)^{2}}=\frac{\cos t+\cos^{2}t+\sin^{2}t}{(1+\cos t)^{2}}=\frac{1+\cos t}{(1+\cos t)^{2}}=\frac{1}{1+\cos t}, thanks to sin⁡2t+cos⁡2t=1\sin^{2}t+\cos^{2}t=1. At t=π3t=\frac{\pi}{3}: h′(π3)=11.5=23≈0.667h'\left(\frac{\pi}{3}\right)=\frac{1}{1.5}=\frac{2}{3}\approx 0.667.

g)

Power first, f(t)=(cos⁡t)3f(t)=(\cos t)^{3}: f′(t)=3cos⁡2t⋅(−sin⁡t)=−3cos⁡2tsin⁡tf'(t)=3\cos^{2}t\cdot(-\sin t)=-3\cos^{2}t\sin t. At t=π4t=\frac{\pi}{4}: f′(π4)=−3⋅12⋅22=−324≈−1.061f'\left(\frac{\pi}{4}\right)=-3\cdot\frac{1}{2}\cdot\frac{\sqrt{2}}{2}=-\frac{3\sqrt{2}}{4}\approx -1.061. Pitfall: confusing cos⁡3t\cos^{3}t and cos⁡(t3)\cos(t^{3}).

h)

g′(t)=cos⁡(t)⋅12tg'(t)=\cos\left(\sqrt{t}\right)\cdot\frac{1}{2\sqrt{t}}. At t=π29t=\frac{\pi^{2}}{9}, t=π3\sqrt{t}=\frac{\pi}{3} and cos⁡π3=12\cos\frac{\pi}{3}=\frac{1}{2}: g′(π29)=12⋅12π3=34π≈0.239g'\left(\frac{\pi^{2}}{9}\right)=\frac{1}{2}\cdot\frac{1}{\frac{2\pi}{3}}=\frac{3}{4\pi}\approx 0.239.

i)

Product of two composites: h′(t)=2cos⁡(2t)cos⁡(3t)+sin⁡(2t)⋅(−3sin⁡(3t))=2cos⁡(2t)cos⁡(3t)−3sin⁡(2t)sin⁡(3t)h'(t)=2\cos(2t)\cos(3t)+\sin(2t)\cdot(-3\sin(3t))=2\cos(2t)\cos(3t)-3\sin(2t)\sin(3t). At t=π6t=\frac{\pi}{6}, 2t=π32t=\frac{\pi}{3} and 3t=π23t=\frac{\pi}{2}: the first term vanishes because cos⁡π2=0\cos\frac{\pi}{2}=0, and h′(π6)=−3⋅32⋅1=−332≈−2.598h'\left(\frac{\pi}{6}\right)=-3\cdot\frac{\sqrt{3}}{2}\cdot 1=-\frac{3\sqrt{3}}{2}\approx -2.598.

j)

f′(t)=10cos⁡(2t)f'(t)=10\cos(2t), then f′′(t)=−20sin⁡(2t)=−4f(t)f''(t)=-20\sin(2t)=-4f(t): the second derivative of a sine with angular frequency 22 is −22-2^{2} times the function. At t=π12t=\frac{\pi}{12}, sin⁡π6=12\sin\frac{\pi}{6}=\frac{1}{2}: f′′(π12)=−10f''\left(\frac{\pi}{12}\right)=-10. Pitfall: a single factor 22 instead of two, which gives −5-5.

Overall check: for each line, the rate f(a+0.001)−f(a−0.001)0.002\frac{f(a+0.001)-f(a-0.001)}{0.002} computed by machine, in RADIAN mode, lands within one thousandth of the value found. In degree mode everything is off by an unrelated factor: it is the first setting to check.

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Part A: the basics (/50)

Exercise 1: The unit circle, the radian and the identities: a refresher

This first exercise does not reopen the high school course. It gathers in ten minutes the only four things differential calculus needs: the unit circle, the special values, the Pythagorean identity and the related angles.

One idea is new, and it decides the rest of the chapter: here an angle is measured in RADIANS. A radian is a ratio of two lengths, hence a number without a unit, and that is what allows us to write sin⁡t\sin t where tt is a number of months.

0π/6π/4π/3π/22π/33π/45π/6π7π/65π/44π/33π/25π/37π/411π/6
  • a) Convert 150∘150^{\circ} to radians, then 7π6\dfrac{7\pi}{6} to degrees.
  • b) Give the exact values of cos⁡2π3\cos\dfrac{2\pi}{3}, sin⁡5π4\sin\dfrac{5\pi}{4} and tan⁡π3\tan\dfrac{\pi}{3}.
  • c) A satisfaction index satisfies sin⁡θ=35\sin\theta=\dfrac{3}{5}, with θ\theta in the second quadrant. Find cos⁡θ\cos\theta and tan⁡θ\tan\theta.
  • d) Simplify sin⁡(π−x)\sin(\pi-x), cos⁡(π+x)\cos(\pi+x) and sin⁡(−x)\sin(-x).
  • e) A statistics package returns sin⁡(30)=−0.988\sin(30)=-0.988. Explain this result, then say what to type to get sin⁡(30∘)\sin(30^{\circ}).

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  • a) 150∘=5π6≈2.618150^{\circ}=\dfrac{5\pi}{6}\approx 2.618 rad and 7π6=210∘\dfrac{7\pi}{6}=210^{\circ}.
  • b) cos⁡2π3=−12\cos\dfrac{2\pi}{3}=-\dfrac{1}{2}, sin⁡5π4=−22≈−0.7071\sin\dfrac{5\pi}{4}=-\dfrac{\sqrt{2}}{2}\approx -0.7071, tan⁡π3=3≈1.7321\tan\dfrac{\pi}{3}=\sqrt{3}\approx 1.7321.
  • c) cos⁡θ=−45=−0.8\cos\theta=-\dfrac{4}{5}=-0.8 and tan⁡θ=−34=−0.75\tan\theta=-\dfrac{3}{4}=-0.75; the positive root is rejected.
  • d) sin⁡(π−x)=sin⁡x\sin(\pi-x)=\sin x, cos⁡(π+x)=−cos⁡x\cos(\pi+x)=-\cos x, sin⁡(−x)=−sin⁡x\sin(-x)=-\sin x.
  • e) The software computed the sine of 30 RADIANS. Type sin⁡(30×π180)=0.5\sin\left(30\times\dfrac{\pi}{180}\right)=0.5.
a)

The bridge between the two units is 180∘=π180^{\circ}=\pi rad. So 150∘=150×π180=5π6≈2.618150^{\circ}=150\times\dfrac{\pi}{180}=\dfrac{5\pi}{6}\approx 2.618 rad. In the other direction, 7π6=76×180∘=210∘\dfrac{7\pi}{6}=\dfrac{7}{6}\times 180^{\circ}=210^{\circ}. Sanity check: 150∘150^{\circ} is past the right angle but short of the straight angle, so its measure in radians must fall between π2≈1.571\dfrac{\pi}{2}\approx 1.571 and π≈3.142\pi\approx 3.142, which 2.6182.618 satisfies. The classic pitfall is to multiply by 180π\dfrac{180}{\pi} when you should divide: you can always catch it by checking that the result lands in the right interval. A botched conversion does not cost one mark, it spoils the whole model that follows.

b)

2π3=120∘\dfrac{2\pi}{3}=120^{\circ} is in the second quadrant, where cosine is NEGATIVE; its reference angle is π3\dfrac{\pi}{3}, so cos⁡2π3=−12=−0.5\cos\dfrac{2\pi}{3}=-\dfrac{1}{2}=-0.5. 5π4=225∘\dfrac{5\pi}{4}=225^{\circ} is in the third quadrant, where sine is negative, with π4\dfrac{\pi}{4} as reference: sin⁡5π4=−22≈−0.7071\sin\dfrac{5\pi}{4}=-\dfrac{\sqrt{2}}{2}\approx -0.7071. Finally tan⁡π3=sin⁡(π/3)cos⁡(π/3)=3/21/2=3≈1.7321\tan\dfrac{\pi}{3}=\dfrac{\sin(\pi/3)}{\cos(\pi/3)}=\dfrac{\sqrt{3}/2}{1/2}=\sqrt{3}\approx 1.7321. The method comes down to two moves, and only one of them is a calculation: find the reference angle, then attach the sign of the quadrant.

c)

The Pythagorean identity sin⁡2θ+cos⁡2θ=1\sin^{2}\theta+\cos^{2}\theta=1 gives cos⁡2θ=1−925=1625\cos^{2}\theta=1-\dfrac{9}{25}=\dfrac{16}{25}, so cos⁡θ=±45\cos\theta=\pm\dfrac{4}{5}. The quadrant decides: in the second quadrant cosine is negative, so cos⁡θ=−45=−0.8\cos\theta=-\dfrac{4}{5}=-0.8. Then tan⁡θ=sin⁡θcos⁡θ=3/5−4/5=−34=−0.75\tan\theta=\dfrac{\sin\theta}{\cos\theta}=\dfrac{3/5}{-4/5}=-\dfrac{3}{4}=-0.75. The pitfall is costly: forgetting the sign amounts to placing the terminal point in the first quadrant, hence answering 0.80.8 and 0.750.75, two values that look right and are both wrong. The identity gives the SQUARE, never the sign.

d)

These three identities can be read off the figure without computing anything. π−x\pi-x is the mirror image of xx in the vertical axis: the y-coordinate stays, the x-coordinate changes sign, so sin⁡(π−x)=sin⁡x\sin(\pi-x)=\sin x. π+x\pi+x is the reflection through the centre: both coordinates change sign, so cos⁡(π+x)=−cos⁡x\cos(\pi+x)=-\cos x. Finally −x-x is the reflection in the horizontal axis, so sin⁡(−x)=−sin⁡x\sin(-x)=-\sin x: sine is odd, cosine is even. These three equalities come back in exercise 5, where they are used to prove a derivative.

e)

The software read 30 RADIANS, not 30 degrees. Check: 30−4×2π≈30−25.133=4.86730-4\times 2\pi\approx 30-25.133=4.867 rad, an angle in the fourth quadrant, where sine is negative; and indeed sin⁡(4.867)≈−0.988\sin(4.867)\approx -0.988. To get sin⁡(30∘)\sin(30^{\circ}), type sin⁡(30×π180)=sin⁡π6=0.5\sin\left(30\times\dfrac{\pi}{180}\right)=\sin\dfrac{\pi}{6}=0.5. Remember the warning rule: every calculating package, every spreadsheet and every programming language works in radians by default. A report that announces a falling index where the phenomenon is rising almost always comes from this confusion of units.

Exercise 2: The fundamental limit: sine over x

At x=0x=0, the quotient sin⁡xx\dfrac{\sin x}{x} gives 00\dfrac{0}{0}: an indeterminate form, just like those of the chapter on limits. Its value is neither 0 nor infinity, and it cannot be guessed.

It equals 1, and this is where ALL of the course's trigonometric differentiation comes from. The figure shows why: near zero, the sine curve and the line y=xy=x become indistinguishable.

-2-1.5-1-0.50.511.52-1.5-1-0.50.511.5y = xy = sin x
  • a) Compute sin⁡(0.2)0.2\dfrac{\sin(0.2)}{0.2} then sin⁡(0.05)0.05\dfrac{\sin(0.05)}{0.05}, to four decimal places.
  • b) Give lim⁡x→0sin⁡xx\displaystyle\lim_{x\to 0}\dfrac{\sin x}{x} and say what the figure shows about this limit.
  • c) Show that lim⁡x→01−cos⁡xx=0\displaystyle\lim_{x\to 0}\dfrac{1-\cos x}{x}=0 by multiplying by the conjugate, then check at x=0.01x=0.01.
  • d) Compute lim⁡x→0sin⁡5x3x\displaystyle\lim_{x\to 0}\dfrac{\sin 5x}{3x} then lim⁡x→0sin⁡5xsin⁡3x\displaystyle\lim_{x\to 0}\dfrac{\sin 5x}{\sin 3x}.
  • e) Redo a) with a calculator set to DEGREES: what is sin⁡(0.1∘)0.1\dfrac{\sin(0.1^{\circ})}{0.1}, what limit does the quotient approach, and why does this rule out differentiating in degrees?

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  • a) 0.99330.9933 then 0.99960.9996.
  • b) lim⁡x→0sin⁡xx=1\displaystyle\lim_{x\to 0}\dfrac{\sin x}{x}=1: near zero sin⁡x≈x\sin x\approx x, and the two curves of the figure merge.
  • c) The limit is 0; at x=0.01x=0.01 the quotient is 0.00500.0050.
  • d) Both limits equal 53≈1.6667\dfrac{5}{3}\approx 1.6667.
  • e) 0.017450.01745, and the limit is π180\dfrac{\pi}{180}: in degrees (sin⁡x)′=π180cos⁡x(\sin x)'=\dfrac{\pi}{180}\cos x, so we never differentiate in degrees.
a)

sin⁡(0.2)=0.198669\sin(0.2)=0.198669, so sin⁡(0.2)0.2=0.993347≈0.9933\dfrac{\sin(0.2)}{0.2}=0.993347\approx 0.9933. Then sin⁡(0.05)=0.0499792\sin(0.05)=0.0499792, so sin⁡(0.05)0.05=0.999583≈0.9996\dfrac{\sin(0.05)}{0.05}=0.999583\approx 0.9996. The trend is clear: dividing the input by 4 divided the GAP FROM 1 by about 16. That is the signature of convergence in x2x^{2}, and the approximation sin⁡x≈x−x36\sin x\approx x-\dfrac{x^{3}}{6} confirms it, since it gives sin⁡xx≈1−x26\dfrac{\sin x}{x}\approx 1-\dfrac{x^{2}}{6}. Careful: the calculator must be in radians, otherwise these two numbers are about 0.01750.0175 and nothing converges to 1.

b)

lim⁡x→0sin⁡xx=1\displaystyle\lim_{x\to 0}\dfrac{\sin x}{x}=1. On the figure, the line y=xy=x and the curve y=sin⁡xy=\sin x visibly part ways from x=1x=1 on, but stay glued together between −0.3-0.3 and 0.30.3: saying that the quotient tends to 1 means that sine and its argument become proportional with a ratio of 1, in other words that sin⁡x≈x\sin x\approx x near zero. Geometrically, it is the arc merging with its chord as the angle gets small, and this is true ONLY if the angle is measured in radians, that is, by an arc length.

c)

Multiply top and bottom by the conjugate 1+cos⁡x1+\cos x: 1−cos⁡xx=(1−cos⁡x)(1+cos⁡x)x(1+cos⁡x)=1−cos⁡2xx(1+cos⁡x)=sin⁡2xx(1+cos⁡x)=sin⁡xx×sin⁡x1+cos⁡x\dfrac{1-\cos x}{x}=\dfrac{(1-\cos x)(1+\cos x)}{x(1+\cos x)}=\dfrac{1-\cos^{2}x}{x(1+\cos x)}=\dfrac{\sin^{2}x}{x(1+\cos x)}=\dfrac{\sin x}{x}\times\dfrac{\sin x}{1+\cos x}. The first factor tends to 1, the second to 02=0\dfrac{0}{2}=0, so the product tends to 0. Check at x=0.01x=0.01: 1−cos⁡(0.01)=0.00004999961-\cos(0.01)=0.0000499996, divided by 0.010.01 this gives 0.00500.0050. The conjugate method is the one from the chapter on algebraic limits; only the Pythagorean identity changes.

d)

For the first, force the same argument on top and bottom: sin⁡5x3x=53×sin⁡5x5x\dfrac{\sin 5x}{3x}=\dfrac{5}{3}\times\dfrac{\sin 5x}{5x}, and since 5x→05x\to 0, the second factor tends to 1: the limit is 53≈1.6667\dfrac{5}{3}\approx 1.6667. For the second, build two reference quotients: sin⁡5xsin⁡3x=sin⁡5x5x×3xsin⁡3x×53\dfrac{\sin 5x}{\sin 3x}=\dfrac{\sin 5x}{5x}\times\dfrac{3x}{\sin 3x}\times\dfrac{5}{3}, which gives 1×1×53≈1.66671\times 1\times\dfrac{5}{3}\approx 1.6667. Remember the rule: when the two sines carry different coefficients, the limit is the RATIO of those coefficients, never 1. Answering 1 by reflex is the most common mistake on this page.

e)

0.1∘=0.1×π180=0.00174530.1^{\circ}=0.1\times\dfrac{\pi}{180}=0.0017453 rad, whose sine is 0.00174530.0017453. The quotient is therefore 0.00174530.1=0.017453\dfrac{0.0017453}{0.1}=0.017453, and the limit is π180≈0.01745\dfrac{\pi}{180}\approx 0.01745, not 1. Direct consequence: in degrees, the derivative of sine is no longer cosine but π180cos⁡x\dfrac{\pi}{180}\cos x, and this stray factor would contaminate every formula of the chapter, every chain rule and every optimization problem. The radian is not a teacher's convention: it is the only unit that keeps the table of derivatives clean.

Exercise 3: Sine, cosine and tangent as functions of time

In Social Science, sine is not a triangle tool: it is THE model of everything that comes back. Retail sales, emergency room traffic, seasonal migration, the circadian rhythm: all are described by f(t)=Asin⁡(ωt+φ)+kf(t)=A\sin(\omega t+\varphi)+k.

Four letters, four management questions. AA is the amplitude, half the gap between the best and the worst moment. ω\omega sets the period, T=2πωT=\dfrac{2\pi}{\omega}. φ\varphi shifts the cycle along the calendar. kk is the average level around which everything oscillates.

  • a) For f(t)=8sin⁡(πt6)+30f(t)=8\sin\left(\dfrac{\pi t}{6}\right)+30, give the amplitude, the period, the midline (axis of oscillation), the maximum and the minimum.
  • b) For g(t)=12sin⁡(πt6+π3)+40g(t)=12\sin\left(\dfrac{\pi t}{6}+\dfrac{\pi}{3}\right)+40, rewrite in the form Asin⁡(ω(t−t0))+kA\sin\big(\omega(t-t_0)\big)+k, give t0t_0, then the first t≥0t\ge 0 at which gg reaches its maximum.
  • c) Give the period of the tangent and say why it cannot model any bounded seasonal phenomenon.
  • d) The three other trigonometric functions are secant, cosecant and cotangent: say which of the three basic functions each one is the reciprocal of.
  • e) Compare the RELATIVE amplitude Ak\dfrac{A}{k} of ff and of gg, as a percentage, and say which of the two series is more seasonal.

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  • a) A=8A=8, T=12T=12, midline y=30y=30, maximum 38, minimum 22.
  • b) g(t)=12sin⁡(π6(t+2))+40g(t)=12\sin\left(\dfrac{\pi}{6}(t+2)\right)+40, so t0=−2t_0=-2; first maximum at t=1t=1, where g=52g=52.
  • c) Period π\pi. The tangent is unbounded and has vertical asymptotes, so it models no bounded cycle.
  • d) Secant =1cos⁡=\dfrac{1}{\cos}, cosecant =1sin⁡=\dfrac{1}{\sin}, cotangent =1tan⁡=\dfrac{1}{\tan}.
  • e) 26.726.7 percent against 30 percent: gg is the more seasonal.
a)

Read directly: A=8A=8, so the amplitude is 8 units. ω=π6\omega=\dfrac{\pi}{6}, so the period is T=2ππ/6=12T=\dfrac{2\pi}{\pi/6}=12 time units, which makes it the standard annual model when tt counts months. The midline is the line y=k=30y=k=30. The maximum is k+A=38k+A=38, the minimum k−A=22k-A=22. Check: the average of the two is indeed 38+222=30\dfrac{38+22}{2}=30, and their half-difference is 38−222=8\dfrac{38-22}{2}=8. These two formulas, k=max⁡+min⁡2k=\dfrac{\max+\min}{2} and A=max⁡−min⁡2A=\dfrac{\max-\min}{2}, will be used in reverse in exercise 4, where the data supply the maximum and the minimum.

b)

Factor ω\omega out of the argument: πt6+π3=π6(t+2)\dfrac{\pi t}{6}+\dfrac{\pi}{3}=\dfrac{\pi}{6}\left(t+2\right), so g(t)=12sin⁡(π6(t+2))+40g(t)=12\sin\left(\dfrac{\pi}{6}(t+2)\right)+40 and t0=−2t_0=-2. The shift is NEGATIVE, which means the cycle runs two months ahead of the model without a phase shift. The maximum is reached when the argument equals π2\dfrac{\pi}{2}: π6(t+2)=π2\dfrac{\pi}{6}(t+2)=\dfrac{\pi}{2} gives t+2=3t+2=3, so t=1t=1, and g(1)=52g(1)=52. The pitfall is to read t0=+2t_0=+2 because the statement shows a plus: the standard form is written t−t0t-t_0, so a plus in the argument means a negative t0t_0, exactly as for the parabola.

c)

The tangent has period π\pi, not 2π2\pi: it repeats its values twice as fast as sine, because the simultaneous sign change of sine and cosine leaves their quotient unchanged. Above all, it has no amplitude: it starts at −∞-\infty and climbs to +∞+\infty on each interval, with a vertical asymptote at π2+kπ\dfrac{\pi}{2}+k\pi. A real seasonal phenomenon is bounded, sales do not become infinite in December, so the tangent is never used as a cyclical model. It appears in this course for another reason, as a result of differentiation and in the equations of the type tan⁡u=c\tan u=c of exercise 10.

d)

Secant is the reciprocal of cosine, sec⁡x=1cos⁡x\sec x=\dfrac{1}{\cos x}; cosecant is the reciprocal of sine, csc⁡x=1sin⁡x\csc x=\dfrac{1}{\sin x}; cotangent is the reciprocal of tangent, cot⁡x=cos⁡xsin⁡x\cot x=\dfrac{\cos x}{\sin x}. Watch the vocabulary: the prefix co does not carry over, CO-secant answers to SINE. These three functions appear only in some course outlines and will not be used further here, where everything is written with the three basic functions.

e)

Ak\dfrac{A}{k} measures the weight of the season relative to the usual level, and it is this proportion, not the raw amplitude, that a manager compares from one series to another. For ff: 830=0.2667\dfrac{8}{30}=0.2667, or 26.726.7 percent. For gg: 1240=0.30\dfrac{12}{40}=0.30, or 30 percent. Series gg is therefore the more seasonal, even though both have the same period. Comparing the amplitudes alone, 8 against 12, would give the same conclusion here by chance; it would flip as soon as the average levels diverge, for instance between an amplitude of 12 on a level of 200 and an amplitude of 8 on a level of 30.

Exercise 4: Reading the four parameters off twelve months of data

A retail chain records its monthly sales, in thousands of dollars, over a full year. The statistics department has fitted a sinusoid f(t)=Asin⁡(ωt+φ)+kf(t)=A\sin(\omega t+\varphi)+k to the scatter plot, where tt is the month number, from 1 for January to 12 for December.

The fitted maximum is 140 in December and the minimum is 80 in June. The whole exercise consists in working back from the data to the four parameters, then translating them into sentences for a report.

123456789101112136080100120140160t, months (1 = January)sales, thousands of dollars
  • a) Deduce AA and kk from the maximum and the minimum.
  • b) Give the period of the model in months, then ω\omega in radians per month, to four decimal places.
  • c) Find φ\varphi knowing that the maximum is reached at t=12t=12, then write f(t)f(t).
  • d) Predict the sales for September, t=9t=9, then compare with the observed value of 112.
  • e) Translate kk, AA and 2A2A into one report sentence each.

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  • a) A=30A=30 and k=110k=110 thousand dollars.
  • b) T=12T=12 months and ω=π6≈0.5236\omega=\dfrac{\pi}{6}\approx 0.5236 rad/month.
  • c) φ=π2≈1.5708\varphi=\dfrac{\pi}{2}\approx 1.5708, so f(t)=30sin⁡(πt6+π2)+110f(t)=30\sin\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right)+110.
  • d) f(9)=110f(9)=110 thousand dollars, against 112 observed: a gap of 2 thousand, or 1.81.8 percent.
  • e) kk: 110 thousand a month on average. AA: a seasonal gap of 30 thousand from the average. 2A2A: 60 thousand between December and June.
a)

The chapter's two formulas are used here in reverse from exercise 3: A=max⁡−min⁡2=140−802=30A=\dfrac{\max-\min}{2}=\dfrac{140-80}{2}=30 and k=max⁡+min⁡2=140+802=110k=\dfrac{\max+\min}{2}=\dfrac{140+80}{2}=110, both in thousands of dollars. The pitfall is to take A=140A=140, that is, to confuse the amplitude with the maximum value: the amplitude is measured from the AXIS, not from zero. This confusion returns in exercise 8, statement d), and it then throws the derivative off by a factor of 4 in this example.

b)

The phenomenon is annual and the data are monthly, so the period is T=12T=12 months. From this, ω=2πT=2π12=π6≈0.5236\omega=\dfrac{2\pi}{T}=\dfrac{2\pi}{12}=\dfrac{\pi}{6}\approx 0.5236 radians per month. The units deserve a second look: ω\omega is not a pure number, it is a number of radians PER MONTH, and that is what will make AωA\omega a number of thousands of dollars per month in exercise 6. A student who writes ω=12\omega=12 has swapped the period and the angular frequency; the curve would then oscillate about twice a month.

c)

The maximum of a sine is reached when its argument equals π2\dfrac{\pi}{2} modulo 2π2\pi. At t=12t=12: π6×12+φ=2π+φ\dfrac{\pi}{6}\times 12+\varphi=2\pi+\varphi, which we want equal to π2+2π\dfrac{\pi}{2}+2\pi, so φ=π2≈1.5708\varphi=\dfrac{\pi}{2}\approx 1.5708. The model is written f(t)=30sin⁡(πt6+π2)+110f(t)=30\sin\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right)+110, which is also f(t)=110+30cos⁡(πt6)f(t)=110+30\cos\left(\dfrac{\pi t}{6}\right), since a sine shifted by a quarter turn IS a cosine. Both forms are correct; keeping the first avoids switching functions in the middle of the chapter.

d)

f(9)=30sin⁡(3π2+π2)+110=30sin⁡(2π)+110=110f(9)=30\sin\left(\dfrac{3\pi}{2}+\dfrac{\pi}{2}\right)+110=30\sin(2\pi)+110=110 thousand dollars. The observed value is 112, a gap of 2 thousand, about 1.81.8 percent of the observed value. That is the right order of magnitude for a seasonal fit: the model is a SMOOTHING, not a prophecy, and a gap of a few percent in a given month invalidates nothing. What must be checked is that the gaps change sign from one month to the next instead of piling up on the same side, a sign of an underlying trend that the sinusoid alone does not capture.

e)

k=110k=110: on average over the year, the chain sells 110 thousand dollars a month. A=30A=30: the best month exceeds this average by 30 thousand, and the worst falls short of it by the same amount. 2A=602A=60: between December and June, the sales gap reaches 60 thousand dollars a month, more than half the average level. This third number drives the cash-flow plan and seasonal hiring, and it is the one people forget to compute when they stop at the amplitude.

123456789101112136080100120140160f(9) = 110t, months (1 = January)sales, thousands of dollars

Exercise 5: The derivatives of sine, cosine and tangent

Nobody memorizes three derivatives: we establish ONE, the derivative of sine, and the other two follow in a few lines. The proof needs only two things already in hand, the angle addition identity of exercise 1 and the fundamental limit of exercise 2.

The differentiation rules themselves are those of the previous chapter and do not change: product, quotient, chain. Only the table of basic functions grows by three lines.

  • a) Starting from sin⁡(x+h)=sin⁡xcos⁡h+cos⁡xsin⁡h\sin(x+h)=\sin x\cos h+\cos x\sin h, show that sin⁡(x+h)−sin⁡xh=cos⁡x⋅sin⁡hh−sin⁡x⋅1−cos⁡hh\dfrac{\sin(x+h)-\sin x}{h}=\cos x\cdot\dfrac{\sin h}{h}-\sin x\cdot\dfrac{1-\cos h}{h}, then conclude about (sin⁡x)′(\sin x)'.
  • b) Deduce (cos⁡x)′(\cos x)' by writing cos⁡x=sin⁡(π2−x)\cos x=\sin\left(\dfrac{\pi}{2}-x\right).
  • c) Establish (tan⁡x)′=1cos⁡2x=1+tan⁡2x(\tan x)'=\dfrac{1}{\cos^{2}x}=1+\tan^{2}x by the quotient rule, then say why the tangent function never has a horizontal tangent line.
  • d) Compute f′(π3)f'\left(\dfrac{\pi}{3}\right) for f=sin⁡f=\sin, g′(π6)g'\left(\dfrac{\pi}{6}\right) for g=cos⁡g=\cos and h′(π4)h'\left(\dfrac{\pi}{4}\right) for h=tan⁡h=\tan.
  • e) Let p(x)=sin⁡xcos⁡xp(x)=\sin x\cos x. Differentiate by the product rule, then by noting that p(x)=12sin⁡2xp(x)=\dfrac{1}{2}\sin 2x. What does the comparison of the two answers confirm?

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  • a) (sin⁡x)′=cos⁡x(\sin x)'=\cos x: the first quotient tends to 1, the second to 0.
  • b) (cos⁡x)′=−sin⁡x(\cos x)'=-\sin x, the sign coming from the derivative of π2−x\dfrac{\pi}{2}-x.
  • c) (tan⁡x)′=1cos⁡2x=1+tan⁡2x≥1(\tan x)'=\dfrac{1}{\cos^{2}x}=1+\tan^{2}x\ge 1, so never zero: no horizontal tangent line.
  • d) 0.50.5, then −0.5-0.5, then 2.
  • e) cos⁡2x−sin⁡2x\cos^{2}x-\sin^{2}x on one side, cos⁡2x\cos 2x on the other: the comparison gives back the double-angle identity.
a)

Replace sin⁡(x+h)\sin(x+h) by the angle addition identity: sin⁡xcos⁡h+cos⁡xsin⁡h−sin⁡xh=cos⁡xsin⁡hh−sin⁡x(1−cos⁡h)h=cos⁡x⋅sin⁡hh−sin⁡x⋅1−cos⁡hh\dfrac{\sin x\cos h+\cos x\sin h-\sin x}{h}=\dfrac{\cos x\sin h}{h}-\dfrac{\sin x(1-\cos h)}{h}=\cos x\cdot\dfrac{\sin h}{h}-\sin x\cdot\dfrac{1-\cos h}{h}. As h→0h\to 0, the first quotient tends to 1 and the second to 0, by the two limits of exercise 2. What remains is cos⁡x×1−sin⁡x×0=cos⁡x\cos x\times 1-\sin x\times 0=\cos x, so (sin⁡x)′=cos⁡x(\sin x)'=\cos x. Note that xx stayed a SPECTATOR throughout the passage to the limit: it is hh that tends to zero, and that is why cos⁡x\cos x and sin⁡x\sin x come out of the quotients like constants.

b)

cos⁡x=sin⁡(π2−x)\cos x=\sin\left(\dfrac{\pi}{2}-x\right) is the cofunction identity. The chain rule gives (cos⁡x)′=cos⁡(π2−x)×(−1)=−sin⁡x(\cos x)'=\cos\left(\dfrac{\pi}{2}-x\right)\times(-1)=-\sin x, since cos⁡(π2−x)=sin⁡x\cos\left(\dfrac{\pi}{2}-x\right)=\sin x. The minus sign comes from the derivative of the inner layer, π2−x\dfrac{\pi}{2}-x, and not from a convention to memorize. Here is the exact statement of the table: the derivative of SINE is cosine, with no sign; the derivative of COSINE is minus sine. Swapping the two is statement a) of exercise 8.

c)

tan⁡x=sin⁡xcos⁡x\tan x=\dfrac{\sin x}{\cos x}, so the quotient rule gives (tan⁡x)′=cos⁡xcos⁡x−sin⁡x(−sin⁡x)cos⁡2x=cos⁡2x+sin⁡2xcos⁡2x=1cos⁡2x(\tan x)'=\dfrac{\cos x\cos x-\sin x(-\sin x)}{\cos^{2}x}=\dfrac{\cos^{2}x+\sin^{2}x}{\cos^{2}x}=\dfrac{1}{\cos^{2}x} by the Pythagorean identity. Dividing term by term instead gives the second form, 1+tan⁡2x1+\tan^{2}x. Both are useful: the first for evaluating, the second for solving. Immediate consequence: 1cos⁡2x≥1\dfrac{1}{\cos^{2}x}\ge 1 always, so the derivative of the tangent NEVER vanishes and the curve has no horizontal tangent line. This is the analytic translation of the fact that the tangent function is strictly increasing on each of its intervals.

d)

f′(x)=cos⁡xf'(x)=\cos x, so f′(π3)=cos⁡π3=12=0.5f'\left(\dfrac{\pi}{3}\right)=\cos\dfrac{\pi}{3}=\dfrac{1}{2}=0.5. g′(x)=−sin⁡xg'(x)=-\sin x, so g′(π6)=−sin⁡π6=−12=−0.5g'\left(\dfrac{\pi}{6}\right)=-\sin\dfrac{\pi}{6}=-\dfrac{1}{2}=-0.5. h′(x)=1cos⁡2xh'(x)=\dfrac{1}{\cos^{2}x}, so h′(π4)=1(2/2)2=11/2=2h'\left(\dfrac{\pi}{4}\right)=\dfrac{1}{(\sqrt{2}/2)^{2}}=\dfrac{1}{1/2}=2. Graphical reading: at π3\dfrac{\pi}{3} the sine curve is still rising, but half as fast as at the origin; at π6\dfrac{\pi}{6} cosine is already falling. The sign can be checked by eye on any graph, and it is the quickest check.

e)

By the product rule: p′(x)=cos⁡xcos⁡x+sin⁡x(−sin⁡x)=cos⁡2x−sin⁡2xp'(x)=\cos x\cos x+\sin x(-\sin x)=\cos^{2}x-\sin^{2}x. By the second form: p(x)=12sin⁡2xp(x)=\dfrac{1}{2}\sin 2x, and the chain rule gives p′(x)=12×2cos⁡2x=cos⁡2xp'(x)=\dfrac{1}{2}\times 2\cos 2x=\cos 2x. The two answers are necessarily equal, so cos⁡2x=cos⁡2x−sin⁡2x\cos 2x=\cos^{2}x-\sin^{2}x: the differentiation has just RECOVERED the double-angle identity. Check at x=π6x=\dfrac{\pi}{6}: cos⁡π3=0.5\cos\dfrac{\pi}{3}=0.5 on one side, 34−14=0.5\dfrac{3}{4}-\dfrac{1}{4}=0.5 on the other. Remember the move: when two paths lead to the same derivative, their equality is a free identity, and it is often the simplest of proofs.

Part B: problems and reasoning (/50)

Exercise 6: The chain rule on a periodic model

We return to the sales model fitted in exercise 4: f(t)=30sin⁡(πt6+π2)+110f(t)=30\sin\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right)+110, in thousands of dollars, tt in months.

Differentiating such a model means applying the chain rule to an affine inner layer, and the chapter's number one mistake fits in one word: forgetting the factor ω\omega left by that layer.

  • a) Give f′(t)f'(t) for the general model f(t)=Asin⁡(ωt+φ)+kf(t)=A\sin(\omega t+\varphi)+k, and say what happens to each of the four letters.
  • b) Apply this to the sales model: give f′(t)f'(t) then the amplitude of f′f', to two decimal places.
  • c) Compute f′(3)f'(3) and f′(9)f'(9), to two decimal places, and interpret each in one report sentence.
  • d) Give the units of f′f', then give as a percentage the error of a student who forgets the factor ω\omega.
  • e) Show that f′′(t)=−ω2(f(t)−k)f''(t)=-\omega^{2}\big(f(t)-k\big) and say what this equality tells us about a cyclical phenomenon.

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  • a) f′(t)=Aωcos⁡(ωt+φ)f'(t)=A\omega\cos(\omega t+\varphi): AA stays, ω\omega is added as a factor, φ\varphi does not move, kk disappears.
  • b) f′(t)=5πcos⁡(πt6+π2)f'(t)=5\pi\cos\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right), with amplitude 5π≈15.715\pi\approx 15.71 thousand per month.
  • c) f′(3)≈−15.71f'(3)\approx -15.71: in March sales fall by 15.7115.71 thousand per month. f′(9)≈+15.71f'(9)\approx +15.71: in September they rise by the same amount.
  • d) Thousands of dollars per month; forgetting ω\omega overestimates the rate by 91 percent, a factor of 6π\dfrac{6}{\pi}.
  • e) f′′(t)=−ω2(f(t)−k)≈−0.2742(f(t)−110)f''(t)=-\omega^{2}\big(f(t)-k\big)\approx -0.2742\big(f(t)-110\big): the acceleration pulls the series back toward its mean.
a)

The outer layer is sine, the inner layer is u(t)=ωt+φu(t)=\omega t+\varphi, whose derivative is ω\omega. The chain rule therefore gives f′(t)=Aωcos⁡(ωt+φ)f'(t)=A\omega\cos(\omega t+\varphi). Each letter has its own fate: AA stays as a factor, ω\omega appears IN ADDITION as a factor, φ\varphi stays in its place inside the argument, and kk disappears, since the derivative of a constant is zero. This last point deserves to be said out loud: the average level has no effect on the rate of change, and two series with very different levels can have exactly the same derivative.

b)

Here A=30A=30, ω=π6\omega=\dfrac{\pi}{6} and φ=π2\varphi=\dfrac{\pi}{2}, so f′(t)=30×π6cos⁡(πt6+π2)=5πcos⁡(πt6+π2)f'(t)=30\times\dfrac{\pi}{6}\cos\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right)=5\pi\cos\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right). The amplitude of f′f' is Aω=5π≈15.71A\omega=5\pi\approx 15.71. In other words, the rate of change of sales oscillates between −15.71-15.71 and +15.71+15.71 thousand dollars per month, never beyond. This number is the most useful in the whole model for a manager: it is the maximum monthly change to prepare for, in either direction.

c)

f′(3)=5πcos⁡(π2+π2)=5πcos⁡π=−5π≈−15.71f'(3)=5\pi\cos\left(\dfrac{\pi}{2}+\dfrac{\pi}{2}\right)=5\pi\cos\pi=-5\pi\approx -15.71. Report sentence: in March, sales are falling at a rate of 15.7115.71 thousand dollars per month. f′(9)=5πcos⁡(3π2+π2)=5πcos⁡2π=5π≈+15.71f'(9)=5\pi\cos\left(\dfrac{3\pi}{2}+\dfrac{\pi}{2}\right)=5\pi\cos 2\pi=5\pi\approx +15.71: in September, they are rising at a rate of 15.7115.71 thousand dollars per month. These two months are exactly those where the model crosses its mean, f(3)=f(9)=110f(3)=f(9)=110: the level is ordinary there, the rate of change is extreme. This is the thread of the whole set, and exercise 7 makes it its central question.

d)

ff is measured in thousands of dollars and tt in months, so f′f' is measured in THOUSANDS OF DOLLARS PER MONTH, the unit of the output divided by that of the input. A student who forgets ω\omega writes 30cos⁡(⋯ )30\cos(\cdots) and announces an amplitude of 30 instead of 5π≈15.7085\pi\approx 15.708: the rate is overestimated by a factor of 305π=6π≈1.91\dfrac{30}{5\pi}=\dfrac{6}{\pi}\approx 1.91, an error of 91 percent. On a cash-flow plan, that amounts to setting aside nearly double the real need. Units do not save us here, because both answers are dimensionally consistent: only the chain rule protects.

e)

Differentiate a second time: f′′(t)=−Aω2sin⁡(ωt+φ)f''(t)=-A\omega^{2}\sin(\omega t+\varphi). But f(t)−k=Asin⁡(ωt+φ)f(t)-k=A\sin(\omega t+\varphi), so f′′(t)=−ω2(f(t)−k)f''(t)=-\omega^{2}\big(f(t)-k\big). For the sales model, ω2=π236≈0.2742\omega^{2}=\dfrac{\pi^{2}}{36}\approx 0.2742, hence f′′(t)≈−0.2742 (f(t)−110)f''(t)\approx -0.2742\,\big(f(t)-110\big). The equality says exactly what cyclical means: the acceleration is proportional to the DISTANCE FROM THE MEAN, with the opposite sign. The further the series strays from its usual level, the stronger the pull that brings it back; and when it crosses its mean, the acceleration is zero, so the rate of change is at its maximum there. It is the same equation that governs every return to equilibrium.

Exercise 7: The peak is not the month when sales rise fastest

Here is the question a manager really asks, and the one only the derivative answers: at what time of year are sales increasing fastest? It is not at the peak, where they have finished rising.

We keep working with f(t)=30sin⁡(πt6+π2)+110f(t)=30\sin\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right)+110, on the interval [0,12][0, 12].

  • a) Solve f′(t)=0f'(t)=0 on [0,12][0, 12] and say what kind of point each solution is.
  • b) Compute f′′(t)f''(t), then solve f′′(t)=0f''(t)=0 on [0,12][0, 12] and give the value of ff at these points.
  • c) Give f′(3)f'(3) and f′(9)f'(9) and say which of the two months is the one when sales rise fastest.
  • d) State the general rule: how far from the peak is the moment of maximum growth?
  • e) Draw the sign chart of ff on [0,12][0, 12] and write the management sentence that follows from it.

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  • a) t=0t=0, t=6t=6 and t=12t=12; t=6t=6 is a minimum, f(6)=80f(6)=80, and the two endpoints are maxima, f=140f=140.
  • b) f′′(t)=−5π26cos⁡(πt6)f''(t)=-\dfrac{5\pi^{2}}{6}\cos\left(\dfrac{\pi t}{6}\right), zero at t=3t=3 and t=9t=9, where f=110f=110.
  • c) f′(3)≈−15.71f'(3)\approx -15.71 and f′(9)≈+15.71f'(9)\approx +15.71: September is when sales rise fastest.
  • d) One quarter of a period before the peak, which is 3 months here.
  • e) ff decreases on [0,6][0, 6] from 140 to 80, then increases to 140; stock is ordered on December, hiring on September.
a)

f′(t)=5πcos⁡(πt6+π2)f'(t)=5\pi\cos\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right), which is also −5πsin⁡(πt6)-5\pi\sin\left(\dfrac{\pi t}{6}\right). It vanishes when sin⁡(πt6)=0\sin\left(\dfrac{\pi t}{6}\right)=0, so when πt6=nπ\dfrac{\pi t}{6}=n\pi, that is t=6nt=6n: on [0,12][0, 12], the solutions are t=0t=0, t=6t=6 and t=12t=12. The sign of f′f' decides their nature: f′f' is negative on (0,6)(0, 6) and positive on (6,12)(6, 12), so t=6t=6 is a MINIMUM, with f(6)=80f(6)=80, while t=0t=0 and t=12t=12 are maxima, with f=140f=140. These are June and December, as exercise 4 already announced.

b)

f′′(t)=−30(π6)2sin⁡(πt6+π2)=−5π26cos⁡(πt6)≈−8.225cos⁡(πt6)f''(t)=-30\left(\dfrac{\pi}{6}\right)^{2}\sin\left(\dfrac{\pi t}{6}+\dfrac{\pi}{2}\right)=-\dfrac{5\pi^{2}}{6}\cos\left(\dfrac{\pi t}{6}\right)\approx -8.225\cos\left(\dfrac{\pi t}{6}\right). It vanishes when cos⁡(πt6)=0\cos\left(\dfrac{\pi t}{6}\right)=0, so when πt6=π2+nπ\dfrac{\pi t}{6}=\dfrac{\pi}{2}+n\pi, that is t=3+6nt=3+6n: on [0,12][0, 12], t=3t=3 and t=9t=9. The second derivative changes sign at each, so these are two inflection points, and f(3)=f(9)=110f(3)=f(9)=110: they fall exactly on the midline. Remembering this saves a calculation every time: a sinusoid always bends where it crosses its mean.

c)

From exercise 6, f′(3)=−5π≈−15.71f'(3)=-5\pi\approx -15.71 and f′(9)=+5π≈+15.71f'(9)=+5\pi\approx +15.71. The month when sales rise fastest is therefore SEPTEMBER, t=9t=9, and the month when they fall fastest is March. Yet in September the level of sales is perfectly ordinary, 110 thousand dollars, exactly the annual average: a dashboard that looks only at the level sees nothing happening that month. This is precisely what the derivative brings, and what no reading of the sales column gives.

d)

The maximum of f′f' is reached ONE QUARTER OF A PERIOD before the peak of ff. Here the period is 12 months, so a quarter is 3 months, and the peak is in December: maximum growth falls in September, 12−3=912-3=9. The rule comes from the very structure of the model: f′=Aωcos⁡(ωt+φ)f'=A\omega\cos(\omega t+\varphi) is the same sinusoid moved ahead by a quarter turn, since cos⁡u=sin⁡(u+π2)\cos u=\sin\left(u+\dfrac{\pi}{2}\right). It holds for any cyclical phenomenon, whatever the period, and it is what we will find again over seven days in exercise 9, then on a two-cycle model in exercise 10.

e)

Sign chart on [0,12][0, 12]: t0612f′0−0+0f140↘80↗140\begin{array}{c|ccccc} t & 0 & & 6 & & 12\\\hline f' & 0 & - & 0 & + & 0\\\hline f & 140 & \searrow & 80 & \nearrow & 140\end{array} with two inflection points, at t=3t=3 and t=9t=9, where ff equals 110. The management sentence: stock and floor staffing are ordered on the LEVEL, hence on December; seasonal hiring and ramping up the warehouse are triggered on the RATE OF CHANGE, hence as early as September. Confusing the two means hiring at the moment when growth is already over.

123456789101112-30-20-10102030f(t) - 110f '(t)

Exercise 8: Five statements to correct

Each of the following five statements is FALSE. Say why, then give the correct statement.

All five come from real student papers, and each one costs the whole question where it appears, because it spoils everything that follows.

  • a) “The derivative of sine is minus cosine.”
  • b) “The period of sin⁡(3t)\sin(3t) is 6π6\pi.”
  • c) “Since the calculator displays degrees, we differentiate in degrees.”
  • d) “The amplitude of a model Asin⁡(ωt+φ)+kA\sin(\omega t+\varphi)+k is its maximum value.”
  • e) “sin⁡xx\dfrac{\sin x}{x} tends to 1 as xx tends to infinity.”

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  • a) False: (sin⁡x)′=cos⁡x(\sin x)'=\cos x; the minus sign belongs to (cos⁡x)′=−sin⁡x(\cos x)'=-\sin x.
  • b) False: the period is 2π3≈2.094\dfrac{2\pi}{3}\approx 2.094; 6π6\pi would be that of sin⁡(t3)\sin\left(\dfrac{t}{3}\right).
  • c) False: we differentiate in radians; in degrees (sin⁡x)′=π180cos⁡x(\sin x)'=\dfrac{\pi}{180}\cos x.
  • d) False: the amplitude is AA and the maximum k+Ak+A, which is 140 for A=30A=30 and k=110k=110.
  • e) False: the limit is 1 at 0 and 0 at +∞+\infty, by the squeeze theorem.
a)

False: (sin⁡x)′=cos⁡x(\sin x)'=\cos x, with no sign at all. The minus sign belongs to the other line of the table, (cos⁡x)′=−sin⁡x(\cos x)'=-\sin x. The confusion can be spotted by eye on a graph: at x=0x=0 the sine curve RISES, so its derivative is positive there, and cos⁡0=1\cos 0=1 fits whereas −cos⁡0=−1-\cos 0=-1 is absurd. Correct statement: the derivative of sine is cosine, the derivative of cosine is minus sine. What costs dearly is not the memory slip but its knock-on effect: on a seasonal model, it swaps the month of maximum growth and the month of maximum decline, so it reverses the decision.

b)

False: the period of sin⁡(ωt)\sin(\omega t) is 2πω\dfrac{2\pi}{\omega}, so that of sin⁡(3t)\sin(3t) is 2π3≈2.094\dfrac{2\pi}{3}\approx 2.094. The coefficient DIVIDES the period, it does not multiply it: multiplying the argument by 3 makes the phenomenon cycle three times faster. The value 6π6\pi would be that of sin⁡(t3)\sin\left(\dfrac{t}{3}\right). Direct check: sin⁡(3(t+2π3))=sin⁡(3t+2π)=sin⁡(3t)\sin\left(3\left(t+\dfrac{2\pi}{3}\right)\right)=\sin(3t+2\pi)=\sin(3t), the expected equality. Correct statement: the period of sin⁡(3t)\sin(3t) is 2π3\dfrac{2\pi}{3}.

c)

False, and it is the most costly of the five. The whole table of derivatives rests on lim⁡x→0sin⁡xx=1\displaystyle\lim_{x\to 0}\dfrac{\sin x}{x}=1, a limit that is true only in radians; in degrees it equals π180≈0.01745\dfrac{\pi}{180}\approx 0.01745, as exercise 2 measured. In degrees, the table would become (sin⁡x)′=π180cos⁡x(\sin x)'=\dfrac{\pi}{180}\cos x, and this stray factor would spread into every chain rule and every optimization. Correct statement: in differential calculus we work in radians, and the calculator display is set accordingly before the first calculation.

d)

False: the amplitude is AA, the HALF-difference between the maximum and the minimum, and it is measured from the midline y=ky=k, not from zero. The maximum value is k+Ak+A and the minimum value k−Ak-A. On the sales model, A=30A=30 and k=110k=110 give a maximum of 140, not 30. Correct statement: A=max⁡−min⁡2A=\dfrac{\max-\min}{2} and max⁡=k+A\max=k+A. The error is doubly costly, because it also throws off the derivative: the amplitude of the rate of change is AωA\omega, so taking 140 for AA would multiply the announced rate by more than four.

e)

False: the limit 1 is the one at ZERO, not at infinity, and the two are unrelated. At infinity, the numerator stays bounded between −1-1 and 1 while the denominator grows without bound, so ∣sin⁡xx∣≤1x→0\left|\dfrac{\sin x}{x}\right|\le\dfrac{1}{x}\to 0: by the squeeze theorem, lim⁡x→+∞sin⁡xx=0\displaystyle\lim_{x\to+\infty}\dfrac{\sin x}{x}=0. Check: at x=100x=100, the quotient is about −0.0051-0.0051. Correct statement: the limit is 1 at 0 and 0 at +∞+\infty. Keep the matching reading in mind: an oscillation divided by a growing time damps out, which is exactly the model of a cycle whose relative effect fades away.

Exercise 9: Problem: emergency room traffic over seven days

A hospital's records department models the number of visits recorded in the emergency room by N(t)=175+45cos⁡(2πt7)N(t)=175+45\cos\left(\dfrac{2\pi t}{7}\right), where tt is the number of days elapsed since Monday at 12 a.m.

The cycle here is weekly rather than yearly, but the manager's questions do not change: which is the busiest day, and when does the load climb fastest?

  • a) Give the amplitude, the period, the mean, the maximum and the minimum of NN.
  • b) Give N′(t)N'(t), compute N′(2)N'(2) to one decimal place and interpret it in one report sentence.
  • c) Solve N′(t)=0N'(t)=0 on [0,7][0, 7] and name the corresponding days.
  • d) Solve N′′(t)=0N''(t)=0 on [0,7][0, 7], then give the value of N′N' at each of these times, to two decimal places.
  • e) Draw the sign chart on [0,7][0, 7] and say which indicator, the level or the rate of change, each of the department's two decisions is based on.

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  • a) A=45A=45, T=7T=7 days, mean 175, maximum 220 on Monday, minimum 130 on Thursday at noon.
  • b) N′(t)=−90π7sin⁡(2πt7)N'(t)=-\dfrac{90\pi}{7}\sin\left(\dfrac{2\pi t}{7}\right) and N′(2)≈−39.4N'(2)\approx -39.4: on Wednesday morning, traffic is falling by 39 visits per day.
  • c) t=0t=0, t=3.5t=3.5 and t=7t=7: Monday for the maxima, Thursday noon for the minimum.
  • d) t=1.75t=1.75 and t=5.25t=5.25, where N′N' equals −40.39-40.39 then +40.39+40.39 visits per day.
  • e) NN decreases from 220 to 130, then climbs back to 220. The schedule is based on the level, hence Monday; the staff call-back on the rate of change, hence Saturday morning.
a)

The reading is direct: A=45A=45 visits, k=175k=175 visits, and ω=2π7\omega=\dfrac{2\pi}{7} gives a period T=2π2π/7=7T=\dfrac{2\pi}{2\pi/7}=7 days, which confirms that the cycle is weekly. The maximum is k+A=220k+A=220 visits and the minimum k−A=130k-A=130 visits. The maximum is reached when cos⁡(2πt7)=1\cos\left(\dfrac{2\pi t}{7}\right)=1, so at t=0t=0 and t=7t=7, that is, on Monday; the minimum when cosine equals −1-1, so at t=3.5t=3.5, that is, Thursday at noon. The gap between the worst and the best day reaches 2A=902A=90 visits, almost half the mean: this is not a scheduling detail, it is a safety question.

b)

The chain rule gives N′(t)=−45×2π7sin⁡(2πt7)=−90π7sin⁡(2πt7)≈−40.39sin⁡(2πt7)N'(t)=-45\times\dfrac{2\pi}{7}\sin\left(\dfrac{2\pi t}{7}\right)=-\dfrac{90\pi}{7}\sin\left(\dfrac{2\pi t}{7}\right)\approx -40.39\sin\left(\dfrac{2\pi t}{7}\right). At t=2t=2, Wednesday at 12 a.m.: 4π7≈1.7952\dfrac{4\pi}{7}\approx 1.7952 rad, whose sine is 0.97490.9749, so N′(2)≈−40.39×0.9749≈−39.4N'(2)\approx -40.39\times 0.9749\approx -39.4. Report sentence: on Wednesday morning, daily traffic is falling at a rate of about 39 visits per day. The negative sign is the one expected, since the curve is going down from the Monday peak to the Thursday trough.

c)

N′(t)=0N'(t)=0 when sin⁡(2πt7)=0\sin\left(\dfrac{2\pi t}{7}\right)=0, so when 2πt7=nπ\dfrac{2\pi t}{7}=n\pi, that is t=7n2t=\dfrac{7n}{2}. On [0,7][0, 7]: t=0t=0, t=3.5t=3.5 and t=7t=7. The two endpoints correspond to Monday and give the maximum, 220 visits; t=3.5t=3.5 is Thursday noon and gives the minimum, 130 visits. We do not conclude from the derivative vanishing alone: it is the change of SIGN of N′N', negative before 3.53.5 and positive after, that makes Thursday noon a minimum and not just a critical point.

d)

N′′(t)=−90π7×2π7cos⁡(2πt7)=−180π249cos⁡(2πt7)≈−36.26cos⁡(2πt7)N''(t)=-\dfrac{90\pi}{7}\times\dfrac{2\pi}{7}\cos\left(\dfrac{2\pi t}{7}\right)=-\dfrac{180\pi^{2}}{49}\cos\left(\dfrac{2\pi t}{7}\right)\approx -36.26\cos\left(\dfrac{2\pi t}{7}\right). It vanishes when 2πt7=π2+nπ\dfrac{2\pi t}{7}=\dfrac{\pi}{2}+n\pi, so t=1.75t=1.75 and t=5.25t=5.25 on the interval. At t=1.75t=1.75, Tuesday late in the day, N′=−90π7≈−40.39N'=-\dfrac{90\pi}{7}\approx -40.39: this is the fastest drop of the week. At t=5.25t=5.25, Saturday early in the morning, N′=+90π7≈+40.39N'=+\dfrac{90\pi}{7}\approx +40.39: this is the fastest recovery. As the quarter-period rule predicts, 5.255.25 comes before the Monday peak, t=7t=7, by 1.751.75 days, exactly 74\dfrac{7}{4}.

e)

Sign chart: t03.57N′0−0+0N220↘130↗220\begin{array}{c|ccccc} t & 0 & & 3.5 & & 7\\\hline N' & 0 & - & 0 & + & 0\\\hline N & 220 & \searrow & 130 & \nearrow & 220\end{array} with two inflection points, at t=1.75t=1.75 and t=5.25t=5.25, where N=175N=175. The two decisions do not read the same row. The baseline SCHEDULE, how many doctors to put on the roster, is based on the LEVEL: reinforcements are needed on Monday, when 220 visits are expected. The staff call-back PROTOCOL, on the other hand, is based on the RATE OF CHANGE: it must be triggered on Saturday morning, when the load is climbing by 40 visits per day, while the level is still perfectly average there, 175 visits. Waiting for the level to rise means arriving a day and a half too late.

1234567120140160180200220240max 220min 130steepest risemean 175t, days since Monday 12 a.m.visits per day

Exercise 10: Problem: two superimposed cycles and the month of the peak

A retailer breaks down the gap between its sales and their annual mean into two seasonal effects of the same period: the school calendar and the weather. The research department obtains E(t)=5sin⁡(πt6)+12cos⁡(πt6)E(t)=5\sin\left(\dfrac{\pi t}{6}\right)+12\cos\left(\dfrac{\pi t}{6}\right), in thousands of dollars, with tt the number of months elapsed since January 1.

Two cycles of the same period always add up to ONE SINGLE cycle of that period, shifted: it is the angle addition identity read backwards, and it is what makes the problem solvable by hand.

  • a) Write E(t)=Rsin⁡(πt6+φ)E(t)=R\sin\left(\dfrac{\pi t}{6}+\varphi\right): give RR exactly and φ\varphi to three decimal places.
  • b) Give the amplitude and the period of EE, then the gap between the best and the worst month.
  • c) Differentiate EE and solve E′(t)=0E'(t)=0 on [0,12)[0, 12): give the two times to two decimal places.
  • d) Say which one is a maximum and which a minimum, with the value of EE at each.
  • e) Find the time of year when the gap GROWS fastest, give this rate to two decimal places, and check the quarter-period rule.

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  • a) R=13R=13 and φ=arctan⁡125≈1.176\varphi=\arctan\dfrac{12}{5}\approx 1.176 rad.
  • b) Amplitude 13 thousand dollars, period 12 months, gap 2R=262R=26 thousand.
  • c) E′(t)=π6(5cos⁡u−12sin⁡u)E'(t)=\dfrac{\pi}{6}(5\cos u-12\sin u), zero at t≈0.75t\approx 0.75 and t≈6.75t\approx 6.75 months.
  • d) t≈0.75t\approx 0.75 is a maximum, E=13E=13; t≈6.75t\approx 6.75 is a minimum, E=−13E=-13.
  • e) Maximum growth at t≈9.75t\approx 9.75 months, at a rate of 13π6≈6.81\dfrac{13\pi}{6}\approx 6.81 thousand per month, which is 3 months before the peak at t≈12.75t\approx 12.75.
a)

Expand the target form: Rsin⁡(u+φ)=Rcos⁡φsin⁡u+Rsin⁡φcos⁡uR\sin(u+\varphi)=R\cos\varphi\sin u+R\sin\varphi\cos u, with u=πt6u=\dfrac{\pi t}{6}. Matching gives Rcos⁡φ=5R\cos\varphi=5 and Rsin⁡φ=12R\sin\varphi=12. Squaring and adding, the Pythagorean identity makes φ\varphi disappear: R2=25+144=169R^{2}=25+144=169, so R=13R=13 exactly. Then tan⁡φ=125\tan\varphi=\dfrac{12}{5} with a cosine and a sine that are both positive, so φ\varphi is in the first quadrant: φ=arctan⁡125≈1.176\varphi=\arctan\dfrac{12}{5}\approx 1.176 rad. The 5, 12, 13 triangle is no accident of the statement, it is what makes RR an integer. Check at t=0t=0: E(0)=12E(0)=12 on one side, 13sin⁡(1.176)=1213\sin(1.176)=12 on the other.

b)

The amplitude is R=13R=13 thousand dollars, and the period stays 2ππ/6=12\dfrac{2\pi}{\pi/6}=12 months: adding two cycles of the same period never changes the period, only the amplitude and the shift. The gap between the best and the worst month is 2R=262R=26 thousand dollars. Notice that 1313 is less than 5+12=175+12=17: the two effects do not fully reinforce each other, because they are out of phase by a quarter turn. Adding the amplitudes is the classic mistake here, and it overestimates the seasonality by 31 percent.

c)

With the expanded form, E′(t)=5×π6cos⁡(πt6)−12×π6sin⁡(πt6)=π6(5cos⁡u−12sin⁡u)E'(t)=5\times\dfrac{\pi}{6}\cos\left(\dfrac{\pi t}{6}\right)-12\times\dfrac{\pi}{6}\sin\left(\dfrac{\pi t}{6}\right)=\dfrac{\pi}{6}\left(5\cos u-12\sin u\right). It vanishes when 5cos⁡u=12sin⁡u5\cos u=12\sin u, so when tan⁡u=512\tan u=\dfrac{5}{12}, which gives u=arctan⁡512≈0.3948u=\arctan\dfrac{5}{12}\approx 0.3948 then u≈0.3948+π≈3.5364u\approx 0.3948+\pi\approx 3.5364. Since t=6uπt=\dfrac{6u}{\pi}, we get t≈0.75t\approx 0.75 and t≈6.75t\approx 6.75 months, that is, around January 23 and around July 23. The factor π6\dfrac{\pi}{6} plays no role in the solving, but it will play one in the value of the rate in e): we do not throw it away, we set it aside.

d)

With the compact form, E(t)=13sin⁡(u+φ)E(t)=13\sin(u+\varphi). At t≈0.75t\approx 0.75: u+φ≈0.3948+1.176=1.5708=π2u+\varphi\approx 0.3948+1.176=1.5708=\dfrac{\pi}{2}, so E=13E=13, a MAXIMUM. At t≈6.75t\approx 6.75: u+φ≈3.5364+1.176=4.7124=3π2u+\varphi\approx 3.5364+1.176=4.7124=\dfrac{3\pi}{2}, so E=−13E=-13, a MINIMUM. The compact form did all the work: looking at the sign of E′′E'' would have given the same answer in twice as many lines. Translation: sales exceed their annual mean by 13 thousand dollars around January 23, and fall short of it by the same amount around July 23.

e)

E′(t)=π6(5cos⁡u−12sin⁡u)E'(t)=\dfrac{\pi}{6}(5\cos u-12\sin u) can also be written E′(t)=13π6cos⁡(u+φ)E'(t)=\dfrac{13\pi}{6}\cos(u+\varphi), by the same matching. This rate of change is at its maximum when cos⁡(u+φ)=1\cos(u+\varphi)=1, so when u+φ=2πu+\varphi=2\pi, that is u≈6.2832−1.176=5.1072u\approx 6.2832-1.176=5.1072 and t=6uπ≈9.75t=\dfrac{6u}{\pi}\approx 9.75 months, around October 23. The rate there is 13π6≈6.81\dfrac{13\pi}{6}\approx 6.81 thousand dollars per month. Check of the quarter-period rule: the next peak is at t≈0.75+12=12.75t\approx 0.75+12=12.75, and 12.75−9.75=312.75-9.75=3, exactly one quarter of the 12 months. The rule therefore also holds on a composite model, as expected, since the sum of two cycles of the same period IS a sinusoid.

123456789101112-16-12-8-4481216(0.75, 13)(6.75, −13)t ≈ 9.75E(t), thousands of dollars
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