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Concept Review

Differential Calculus

Related Rates

A related-rates problem hands you the rate at which one quantity is changing and asks for the rate at which a geometrically or physically linked quantity is changing at the same instant. The only calculus involved is the chain rule: if two time-varying quantities satisfy an equation, differentiating that equation with respect to tt produces an equation relating their rates. This is where the chain rule and implicit differentiation stop being formal exercises and start answering questions about the world, and it rehearses the modelling habits — draw, name, relate — that optimisation will need next.

The underlying principle

Every quantity in the problem is silently a function of time. Write x=x(t)x=x(t), V=V(t)V=V(t), θ=θ(t)\theta=\theta(t) and never suppress the tt.

Theorem (chain rule, time form). If xx is differentiable at t0t_0 and ff is differentiable at x(t0)x(t_0), then Q(t)=f(x(t))Q(t)=f\big(x(t)\big) is differentiable at t0t_0 and dQdtt0=f(x(t0))dxdtt0.\frac{dQ}{dt}\Big|_{t_0}=f'\big(x(t_0)\big)\cdot\frac{dx}{dt}\Big|_{t_0}.

Implicit (constraint) form. Suppose xx and yy are differentiable on an open interval II of times, the expression FF is differentiable at each point (x(t),y(t))\big(x(t),y(t)\big) — in practice FF is built from sums, products, quotients (with non-vanishing denominator), powers and trigonometric functions, so it is — and the constraint F(x(t),y(t))=cfor every tIF\big(x(t),y(t)\big)=c\qquad\textbf{for every } t\in I holds. Then the two sides are the same function of tt, so their derivatives agree on II. Differentiating the left side with the product, quotient, power and chain rules — treating each letter as a function of tt — gives one linear equation in dxdt\dfrac{dx}{dt} and dydt\dfrac{dy}{dt}. Solve it for the rate you want, which is legitimate only if the coefficient you divide by is non-zero at that instant: in xdxdt+ydydt=0x\dfrac{dx}{dt}+y\dfrac{dy}{dt}=0 the step dydt=xydxdt\dfrac{dy}{dt}=-\dfrac xy\dfrac{dx}{dt} requires y0y\ne 0. At y=0y=0 the equation collapses to xdxdt=0x\dfrac{dx}{dt}=0 and says nothing whatever about dydt\dfrac{dy}{dt}; and in the sliding-ladder model, where the foot is pulled at a constant dxdt>0\dfrac{dx}{dt}>0 and y=L2x2y=\sqrt{L^2-x^2}, one has dydt=xL2x2dxdt\dfrac{dy}{dt}=-\dfrac{x}{\sqrt{L^2-x^2}}\dfrac{dx}{dt}\to-\infty as xLx\to L^-, so no finite dydt\dfrac{dy}{dt} exists at the flat position.

Note the three hypotheses that are doing real work: differentiability of each variable, the constraint holding on an interval of times rather than at one instant, and a non-vanishing coefficient at the moment you divide.

The procedure

  1. Draw a picture of a general instant, not the special one.
  2. Label. Put a number on every length that never changes; put a letter on every quantity that changes. This single habit prevents most errors.
  3. Name the variables as functions of tt, with units: "let h(t)h(t) be the water depth in metres, tt in minutes."
  4. Record the data as derivatives: what is given (dVdt=2\frac{dV}{dt}=-2), what is wanted (dhdt\frac{dh}{dt} when h=3h=3), and at which instant.
  5. Relate. Find an equation, valid for all nearby tt, linking the quantities: Pythagoras, similar triangles, area/volume formulas, trigonometry, the law of cosines, or a physical law.
  6. Reduce. If the relation contains a variable whose rate is neither known nor wanted, eliminate it (similar triangles usually do this) so that the equation involves only the quantities you care about.
  7. Differentiate both sides with respect to tt.
  8. Only now substitute the instant's numbers, solve, and state the answer with units and a sign interpretation.

Why you must substitute after differentiating

Step 5 asks for an identity in tt on an open interval. Only an identity can be differentiated, because ddt\frac{d}{dt} compares values at nearby times. A number obtained by evaluating a moving quantity at the single instant t0t_0 is not an identity — it is one data point — and substituting it deletes precisely the information the derivative needs.

Concretely, for a 1313 ft ladder with foot x(t)x(t) and top y(t)y(t):

Wrong. At the instant x=5x=5:   52+y2=169y2=144y=12\;5^2+y^2=169\Rightarrow y^2=144\Rightarrow y=12. Differentiate: ddt(12)=0\dfrac{d}{dt}(12)=0, so dydt=0\dfrac{dy}{dt}=0 — the ladder's top is claimed to be motionless while the foot slides away. Absurd.

Right. Differentiate the identity x(t)2+y(t)2=169x(t)^2+y(t)^2=169, which holds for all tt while the ladder touches both wall and floor: 2xdxdt+2ydydt=0dydt=xydxdt.2x\frac{dx}{dt}+2y\frac{dy}{dt}=0\quad\Longrightarrow\quad \frac{dy}{dt}=-\frac{x}{y}\cdot\frac{dx}{dt}. Now put in x=5,  y=12x=5,\;y=12.

Test for legality. A symbol may be replaced by a number before differentiating if and only if it is constant for all tt — the ladder's length 1313, the lamppost's height, the fixed ratio r/hr/h of a cone. Anything that moves stays a letter until after the ddt\frac{d}{dt}.

Standard setups

SituationConstraint (holds for all tt)Differentiated in tt
Ladder of fixed length LLx2+y2=L2x^2+y^2=L^2xdxdt+ydydt=0x\dfrac{dx}{dt}+y\dfrac{dy}{dt}=0
Expanding circleA=πr2A=\pi r^2dAdt=2πrdrdt\dfrac{dA}{dt}=2\pi r\dfrac{dr}{dt}
CircumferenceC=2πrC=2\pi rdCdt=2πdrdt\dfrac{dC}{dt}=2\pi\dfrac{dr}{dt}
Sphere, volumeV=43πr3V=\dfrac43\pi r^3dVdt=4πr2drdt\dfrac{dV}{dt}=4\pi r^2\dfrac{dr}{dt}
Sphere, surfaceS=4πr2S=4\pi r^2dSdt=8πrdrdt\dfrac{dS}{dt}=8\pi r\dfrac{dr}{dt}
Cone, apex down, shape ratio r=khr=khV=πk23h3V=\dfrac{\pi k^2}{3}h^3dVdt=πk2h2dhdt\dfrac{dV}{dt}=\pi k^2h^2\dfrac{dh}{dt}
Cylinder, fixed radius RRV=πR2hV=\pi R^2hdVdt=πR2dhdt\dfrac{dV}{dt}=\pi R^2\dfrac{dh}{dt}
Separation at right anglesz2=x2+y2z^2=x^2+y^2zdzdt=xdxdt+ydydtz\dfrac{dz}{dt}=x\dfrac{dx}{dt}+y\dfrac{dy}{dt}
Separation at fixed angle α\alphaz2=x2+y22xycosαz^2=x^2+y^2-2xy\cos\alpha2zdzdt=2xdxdt+2ydydt2cosα(ydxdt+xdydt)2z\dfrac{dz}{dt}=2x\dfrac{dx}{dt}+2y\dfrac{dy}{dt}-2\cos\alpha\left(y\dfrac{dx}{dt}+x\dfrac{dy}{dt}\right)
Shadow: lamp height HH, walker height p<Hp<H, walker at xx, shadow length sss(Hp)=pxs(H-p)=p\,xdsdt=pHpdxdt\dfrac{ds}{dt}=\dfrac{p}{H-p}\dfrac{dx}{dt}
Angle of elevation, height hh, horizontal xxtanθ=hx\tan\theta=\dfrac{h}{x}sec2θdθdt=xdhdthdxdtx2\sec^2\theta\dfrac{d\theta}{dt}=\dfrac{x\frac{dh}{dt}-h\frac{dx}{dt}}{x^2}
Boyle's law (fixed temperature)PV=CPV=CVdPdt+PdVdt=0V\dfrac{dP}{dt}+P\dfrac{dV}{dt}=0

In the shadow row, the tip of the shadow sits at distance x+sx+s from the lamp's base, so the tip moves at dxdt+dsdt=HHpdxdt\dfrac{dx}{dt}+\dfrac{ds}{dt}=\dfrac{H}{H-p}\dfrac{dx}{dt} — a different number from the rate the shadow lengthens.

Units and sign conventions

  • A rate always carries units unit of the quantityunit of time\dfrac{\text{unit of the quantity}}{\text{unit of time}}: lengths give m/s, areas m2^2/s, volumes m3^3/min, angles rad/s. Convert everything to one system before substituting; mixing cm with m is the commonest arithmetic disaster.
  • Fix a positive direction first. Then dQdt>0\dfrac{dQ}{dt}>0 means QQ is increasing in that direction.
  • English to symbols: "increasing at 55" +5\Rightarrow +5; "decreasing at 55", "draining at 55", "falling at 55", "being pulled in at 55" 5\Rightarrow -5. Getting this wrong flips the whole answer.
  • Speed is the absolute value of a rate. Report either "dydt=56\frac{dy}{dt}=-\frac56 ft/s" or "the top slides down at 56\frac56 ft/s" — never "down at 56-\frac56 ft/s".
  • Angles must be in radians, because ddθsinθ=cosθ\frac{d}{d\theta}\sin\theta=\cos\theta and ddθtanθ=sec2θ\frac{d}{d\theta}\tan\theta=\sec^2\theta are false in degrees. Convert first: 1 rev=2π1\text{ rev}=2\pi rad, 1=π1801^\circ=\frac{\pi}{180} rad.
  • A distance z=x2+y2z=\sqrt{x^2+y^2} is 0\ge 0 by definition, so the sign of dzdt\frac{dz}{dt} is the whole story: negative means approaching, positive means separating.

Worked example 1 — sliding ladder

A 1313 ft ladder leans against a vertical wall. The foot is pulled away from the wall at a constant 22 ft/s. How fast is the top sliding down when the foot is 55 ft from the wall?

Name. Let x(t)x(t) be the distance from the wall to the foot and y(t)y(t) the height of the top, both in feet, tt in seconds. Given dxdt=+2\dfrac{dx}{dt}=+2 (moving away). Want dydt\dfrac{dy}{dt} when x=5x=5.

Relate. The wall is vertical and the floor horizontal, so for every tt with 0<x<130<x<13, x(t)2+y(t)2=132=169.x(t)^2+y(t)^2=13^2=169 .

Differentiate (chain rule on each square, the constant 169169 has derivative 00): 2xdxdt+2ydydt=0dydt=xydxdt.2x\frac{dx}{dt}+2y\frac{dy}{dt}=0\quad\Longrightarrow\quad\frac{dy}{dt}=-\frac{x}{y}\cdot\frac{dx}{dt}.

Substitute. At the instant in question x=5x=5, so y=16925=144=12y=\sqrt{169-25}=\sqrt{144}=12 (positive, since yy is a height). Hence dydt=5122=1012=560.833 ft/s.\frac{dy}{dt}=-\frac{5}{12}\cdot 2=-\frac{10}{12}=-\frac56\approx-0.833\ \text{ft/s}.

Answer. The top slides down at 560.83\dfrac56\approx0.83 ft/s.

Sanity checks. The sign is negative, as it must be when the foot moves out. Units: ftftfts=fts\frac{\text{ft}}{\text{ft}}\cdot\frac{\text{ft}}{\text{s}}=\frac{\text{ft}}{\text{s}}. And the formula predicts dydt\frac{dy}{dt}\to-\infty as x13x\to13^-: the top accelerates without bound as the ladder flattens, which is why the idealised model stops describing a real ladder near the end.

Worked example 2 — draining cone (eliminate a variable first)

A tank is an inverted right circular cone, 66 m deep with a top radius of 22 m. Water drains out at 22 m3^3/min. How fast is the water level falling when the water is 33 m deep?

Name. Let h(t)h(t) be the depth of water, r(t)r(t) the radius of the circular surface, V(t)V(t) the volume, in metres and minutes. Draining gives dVdt=2\dfrac{dV}{dt}=-2. Want dhdt\dfrac{dh}{dt} when h=3h=3.

Relate. The water forms a cone similar to the tank, so rh=26=13\dfrac{r}{h}=\dfrac{2}{6}=\dfrac13, i.e. r=h3r=\dfrac h3 for every tt. (The ratio 13\frac13 is a genuine constant — it may be substituted before differentiating.) Then V=13πr2h=13π(h3)2h=πh327.V=\frac13\pi r^2h=\frac13\pi\left(\frac h3\right)^2h=\frac{\pi h^3}{27}.

Reduce, then differentiate. Reducing to the single variable hh before differentiating avoids an unknown drdt\frac{dr}{dt}: dVdt=π273h2dhdt=πh29dhdt.\frac{dV}{dt}=\frac{\pi}{27}\cdot 3h^2\frac{dh}{dt}=\frac{\pi h^2}{9}\cdot\frac{dh}{dt}.

Substitute h=3h=3 and dVdt=2\dfrac{dV}{dt}=-2: 2=π329dhdt=πdhdtdhdt=2π0.637 m/min.-2=\frac{\pi\cdot 3^2}{9}\cdot\frac{dh}{dt}=\pi\frac{dh}{dt}\quad\Longrightarrow\quad\frac{dh}{dt}=-\frac{2}{\pi}\approx-0.637\ \text{m/min}.

Answer. The level falls at 2π0.64\dfrac{2}{\pi}\approx0.64 m/min.

Sanity check. At h=1h=1 the same formula gives dhdt=18π5.7\frac{dh}{dt}=-\dfrac{18}{\pi}\approx-5.7 m/min: near the apex the cross-section is tiny, so the level must plunge for the same outflow. That qualitative behaviour is a good test of any cone answer.

Common mistakes

WrongRightWhy
Putting x=5x=5 into x2+y2=169x^2+y^2=169 and then differentiatingDifferentiate, then substituteConstants have derivative 00; the constraint must hold on an interval of times
ddt(r3)=3r2\dfrac{d}{dt}\big(r^3\big)=3r^23r2drdt3r^2\dfrac{dr}{dt}rr depends on tt — the chain-rule factor is compulsory
ddt(xy)=dxdtdydt\dfrac{d}{dt}(xy)=\dfrac{dx}{dt}\dfrac{dy}{dt}dxdty+xdydt\dfrac{dx}{dt}\,y+x\,\dfrac{dy}{dt}Product rule in tt
"Draining at 22" written as dVdt=2\dfrac{dV}{dt}=2dVdt=2\dfrac{dV}{dt}=-2Draining means the volume decreases
Using V=13πr2hV=\frac13\pi r^2h with both rr and hh varying and only one equationEliminate r=khr=kh firstOne equation cannot pin down two unknown rates
Feeding dθdt\dfrac{d\theta}{dt} in degrees per second into sec2θdθdt\sec^2\theta\dfrac{d\theta}{dt}Convert to rad/s firstTrig derivative formulas are false in degrees
dzdt=dxdt+dydt\dfrac{dz}{dt}=\dfrac{dx}{dt}+\dfrac{dy}{dt} for a separating pairzdzdt=xdxdt+ydydtz\dfrac{dz}{dt}=x\dfrac{dx}{dt}+y\dfrac{dy}{dt}Distance is not the sum of the legs
Reporting "the top moves down at 0.75-0.75 m/s""dydt=0.75\dfrac{dy}{dt}=-0.75 m/s", i.e. down at 0.750.75 m/sThe minus sign and the word "down" say the same thing once
Confusing the rate the shadow lengthens with the speed of its tipss' versus x+sx'+s'Two different questions about the same picture
Differentiating Hx+s=ps\dfrac{H}{x+s}=\dfrac{p}{s} as it standsCross-multiply to s(Hp)=pxs(H-p)=px firstClearing fractions turns a quotient rule into one product rule
Answering a question about a 1313 ft ladder "when x=15x=15"Check the instant is geometrically possiblex13x\le 13 always; an impossible instant signals a misread
Leaving the answer as a bare numberAttach units and say increasing/decreasingA related-rates answer is a rate, not a number

Fast self-checks

  • Dimensional check. Every term of the differentiated equation must carry the same units. In zdzdt=xdxdt+ydydtz\frac{dz}{dt}=x\frac{dx}{dt}+y\frac{dy}{dt} each term is (length)2^2/time.
  • Sign check. Does the sign agree with the picture? A quantity that must be shrinking cannot come out positive.
  • Degenerate-instant check. Feed the formula an instant where the rate obviously vanishes or blows up (a cone's apex, a ladder flat on the ground, a maximal area) and see whether it behaves.
  • Numerical check. Parametrise the motion, e.g. x(t)=5+2tx(t)=5+2t, y(t)=169x(t)2y(t)=\sqrt{169-x(t)^2}, and compute y(0.001)y(0.001)0.0020.8333\frac{y(0.001)-y(-0.001)}{0.002}\approx-0.8333; compare with your 56-\frac56.

Key terms

  • Related rates
  • Chain rule in the time variable
  • Implicit differentiation with respect to $t$
  • Constraint equation
  • Differentiate first, substitute second
  • Similar triangles reduction
  • Sliding ladder
  • Expanding sphere
  • Expanding circle
  • Draining cone
  • Shadow length and shadow tip
  • Rate of separation
  • Angle of elevation
  • Radian requirement for trig derivatives
  • Sign convention
  • Units of a rate

Practice Problems

Oil spilled from a tanker spreads in a circle on the surface of the sea. The radius of the circle is increasing at a constant 0.50.5 m/s.

(a) How fast is the area of the spill increasing when the radius is 3030 m?

(b) How fast is the circumference increasing at that instant?

Show hint

Write the area and circumference as functions of the radius, remember that the radius is a function of time, and differentiate with respect to tt.

Show answer

Step 1 — name the variables. Let r(t)r(t) be the radius in metres, A(t)A(t) the area in m2^2, C(t)C(t) the circumference in metres, with tt in seconds. We are given drdt=0.5 m/sfor all t,\frac{dr}{dt}=0.5\ \text{m/s}\quad\text{for all }t, and we want dAdt\dfrac{dA}{dt} and dCdt\dfrac{dC}{dt} at the instant when r=30r=30.

Step 2 — relate. For a circle, at every instant, A=πr2,C=2πr.A=\pi r^2,\qquad C=2\pi r .

Step 3 — differentiate with respect to tt. Here rr is a function of tt, so ddt(r2)=2rdrdt\frac{d}{dt}\big(r^2\big)=2r\frac{dr}{dt} by the chain rule: dAdt=2πrdrdt,dCdt=2πdrdt.\frac{dA}{dt}=2\pi r\,\frac{dr}{dt},\qquad \frac{dC}{dt}=2\pi\,\frac{dr}{dt}.

Step 4 — substitute (only now). dAdt=2π(30)(0.5)=30π94.25 m2/s,\frac{dA}{dt}=2\pi(30)(0.5)=30\pi\approx 94.25\ \text{m}^2/\text{s}, dCdt=2π(0.5)=π3.14 m/s.\frac{dC}{dt}=2\pi(0.5)=\pi\approx 3.14\ \text{m/s}.

Check. Units: mms=m2s\text{m}\cdot\frac{\text{m}}{\text{s}}=\frac{\text{m}^2}{\text{s}} for the area rate — correct. Numerically, with r(t)=30+0.5tr(t)=30+0.5t the area is A(t)=π(30+0.5t)2A(t)=\pi(30+0.5t)^2, and A(0.001)A(0.001)0.00294.2478\frac{A(0.001)-A(-0.001)}{0.002}\approx 94.2478, matching 30π30\pi.

Answer. (a) dAdt=30π94.25\dfrac{dA}{dt}=30\pi\approx 94.25 m2^2/s. (b) dCdt=π3.14\dfrac{dC}{dt}=\pi\approx 3.14 m/s.

Remark. The area rate depends on rr (it grows without bound as the slick spreads), but the circumference rate does not — it is the constant 2πdrdt2\pi\frac{dr}{dt} at every instant.

Air is pumped into a spherical balloon at a constant rate of 100100 cm3^3/s.

(a) How fast is the radius increasing at the moment when the diameter is 5050 cm?

(b) How fast is the surface area increasing at that same moment?

(Volume of a sphere V=43πr3V=\frac43\pi r^3; surface area S=4πr2S=4\pi r^2.)

Show hint

The diameter is given, but every formula is in terms of the radius — convert first. Then differentiate the volume formula with respect to tt and solve for drdt\frac{dr}{dt}.

Show answer

Step 1 — name the variables. Let r(t)r(t) be the radius in cm, V(t)V(t) the volume in cm3^3, S(t)S(t) the surface area in cm2^2, tt in seconds. Given dVdt=100\dfrac{dV}{dt}=100 cm3^3/s. The instant of interest has diameter 5050 cm, so r=502=25 cm.r=\frac{50}{2}=25\ \text{cm}.

Step 2 — relate and differentiate. For all tt, V=43πr3V=\dfrac43\pi r^3. Differentiating with respect to tt (chain rule on r3r^3): dVdt=43π3r2drdt=4πr2drdt.\frac{dV}{dt}=\frac43\pi\cdot 3r^2\frac{dr}{dt}=4\pi r^2\frac{dr}{dt}.

Step 3 — substitute and solve for drdt\dfrac{dr}{dt}.

\quad\Longrightarrow\quad \frac{dr}{dt}=\frac{100}{2500\pi}=\frac{1}{25\pi}\approx 0.0127\ \text{cm/s}.$$ **Step 4 — part (b).** Differentiate $S=4\pi r^2$: $$\frac{dS}{dt}=8\pi r\frac{dr}{dt}=8\pi(25)\cdot\frac{1}{25\pi}=8\ \text{cm}^2/\text{s}.$$ **Check (independent route for (b)).** Eliminate $r$ between the two formulas: from $V=\frac43\pi r^3$ we get $r=\left(\frac{3V}{4\pi}\right)^{1/3}$, so $$S=4\pi\left(\frac{3V}{4\pi}\right)^{2/3}=(36\pi)^{1/3}V^{2/3} \quad\Longrightarrow\quad \frac{dS}{dt}=\frac23(36\pi)^{1/3}V^{-1/3}\frac{dV}{dt}.$$ At $r=25$, $V=\frac43\pi(25)^3=\frac{4\pi}{3}\cdot 25^3=\frac{62500\pi}{3}$, so $$\left(\frac{36\pi}{V}\right)^{1/3}=\frac{1}{25}\left(\frac{36\pi}{4\pi/3}\right)^{1/3}=\frac{27^{1/3}}{25}=\frac{3}{25},$$ and therefore $$\frac{dS}{dt}=\frac23\cdot\frac{3}{25}\cdot 100=\frac23\cdot 12=8 .$$ Same value. Numerically, tracking $r(t)=\left(\frac{3(V_0+100t)}{4\pi}\right)^{1/3}$ gives $\frac{dr}{dt}\approx 0.0127324$ and $\frac{dS}{dt}\approx 8.000$. **Answer.** (a) $\dfrac{dr}{dt}=\dfrac{1}{25\pi}\approx 0.0127$ cm/s. (b) $\dfrac{dS}{dt}=8$ cm$^2$/s. **Warning.** Do **not** put $r=25$ into $V=\frac43\pi r^3$ first — that would make $V$ the constant $\frac{62500\pi}{3}$, whose derivative is $0$, contradicting $\frac{dV}{dt}=100$.

A ladder 1010 m long rests against a vertical wall, with its foot on horizontal ground. The foot of the ladder is pulled away from the wall at 11 m/s.

(a) How fast is the top of the ladder sliding down the wall when the foot is 66 m from the wall?

(b) What does your formula predict as the foot approaches 1010 m from the wall, and is that physically sensible?

Show hint

Pythagoras relates the two distances at every instant. Differentiate that relation with respect to tt before putting in any numbers.

Show answer

Step 1 — draw and name. Let x(t)x(t) be the distance from the wall to the foot of the ladder and y(t)y(t) the height of the top above the ground, both in metres, tt in seconds. Given dxdt=+1\dfrac{dx}{dt}=+1 m/s (the foot moves away). Want dydt\dfrac{dy}{dt} when x=6x=6.

Step 2 — relate. The wall is vertical and the ground horizontal, so the ladder is the hypotenuse of a right triangle. Its length never changes, so for every tt with 0<x<100<x<10, x(t)2+y(t)2=102=100.x(t)^2+y(t)^2=10^2=100 .

Step 3 — differentiate with respect to tt. The right side is a constant, so its derivative is 00:

\quad\Longrightarrow\quad \frac{dy}{dt}=-\frac{x}{y}\cdot\frac{dx}{dt}.$$ **Step 4 — substitute.** At the instant $x=6$, $$y=\sqrt{100-36}=\sqrt{64}=8\ \text{m}$$ (the positive root, since $y$ is a height). Therefore $$\frac{dy}{dt}=-\frac{6}{8}\cdot 1=-\frac34=-0.75\ \text{m/s}.$$ **Answer (a).** The top slides **down** at $0.75$ m/s; as a signed rate, $\dfrac{dy}{dt}=-0.75$ m/s. **(b)** From $\frac{dy}{dt}=-\frac{x}{y}\frac{dx}{dt}$ with $y=\sqrt{100-x^2}$, $$\frac{dy}{dt}=-\frac{x}{\sqrt{100-x^2}}\longrightarrow-\infty\qquad\text{as }x\to 10^-,$$ because the numerator tends to $10$ while the denominator tends to $0^+$. The model therefore predicts an unbounded downward speed. That is not physically sensible: a real ladder loses contact with the wall before this happens, and in any case the assumption "the top stays on the wall for all $t$" — the identity we differentiated — fails there. The mathematics is correct; the *modelling hypothesis* breaks down. **Check.** Units: $\frac{\text{m}}{\text{m}}\cdot\frac{\text{m}}{\text{s}}=\frac{\text{m}}{\text{s}}$. Numerically, with $x(t)=6+t$ and $y(t)=\sqrt{100-x(t)^2}$, $\frac{y(0.001)-y(-0.001)}{0.002}\approx-0.7500$, matching $-\frac34$.

Sand falls from a conveyor belt at 1212 ft3^3/min and piles up in a right circular cone whose height is always equal to the diameter of its base. How fast is the height of the pile increasing when the pile is 66 ft high?

(Volume of a cone: V=13πr2hV=\frac13\pi r^2 h.)

Show hint

The volume formula has two varying letters but you only have one equation, so use the stated shape condition to express the radius in terms of the height first.

Show answer

Step 1 — name the variables. Let h(t)h(t) be the height of the pile and r(t)r(t) the base radius, in feet, with V(t)V(t) the volume in ft3^3 and tt in minutes. Given dVdt=+12\dfrac{dV}{dt}=+12 ft3^3/min. Want dhdt\dfrac{dh}{dt} when h=6h=6.

Step 2 — use the shape condition to eliminate rr. "Height equals base diameter" means h=2rh=2r at every instant, so r=h2.r=\frac h2 . The number 12\frac12 here is a genuine constant of the shape, so it may be substituted before differentiating.

Step 3 — reduce to one variable, then relate. V=13πr2h=13π(h2)2h=13πh24h=πh312.V=\frac13\pi r^2h=\frac13\pi\left(\frac h2\right)^2h=\frac13\pi\cdot\frac{h^2}{4}\cdot h=\frac{\pi h^3}{12}.

Step 4 — differentiate with respect to tt. dVdt=π123h2dhdt=πh24dhdt.\frac{dV}{dt}=\frac{\pi}{12}\cdot 3h^2\,\frac{dh}{dt}=\frac{\pi h^2}{4}\cdot\frac{dh}{dt}.

Step 5 — substitute h=6h=6 and solve.

\quad\Longrightarrow\quad \frac{dh}{dt}=\frac{12}{9\pi}=\frac{4}{3\pi}\approx 0.424\ \text{ft/min}.$$ **Check.** Independent numerical route: since $V=\frac{\pi h^3}{12}$, we have $h(t)=\left(\frac{12\big(V_0+12t\big)}{\pi}\right)^{1/3}$ with $V_0=\frac{\pi(6)^3}{12}=18\pi$. The central difference quotient at $t=0$ gives $0.42441$ ft/min, agreeing with $\frac{4}{3\pi}=0.424413$. Units: $\frac{\text{ft}^3/\text{min}}{\text{ft}^2}=\frac{\text{ft}}{\text{min}}$. **Answer.** $\dfrac{dh}{dt}=\dfrac{4}{3\pi}\approx 0.42$ ft/min. **Remark.** The rate is inversely proportional to $h^2$: the taller the pile, the slower it rises, because the same volume of sand must spread over a larger base.

A 2525 ft ladder leans against a vertical wall. Its foot is pulled away from the wall at 33 ft/s. A student is asked how fast the top is sliding down when the foot is 1515 ft from the wall, and writes:

Let xx and yy be the two distances, so x2+y2=625x^2+y^2=625. At the given moment x=15x=15, so 152+y2=62515^2+y^2=625, giving y2=400y^2=400 and y=20y=20. Differentiating y=20y=20 with respect to tt gives dydt=0\dfrac{dy}{dt}=0, so the top is not moving.

(a) The conclusion is clearly false. Explain precisely which step is invalid and why.

(b) Give the correct solution.

Show hint

Ask yourself for which values of tt the equation the student differentiated is actually true. A derivative compares values at nearby times, not at one instant.

Show answer

(a) Where the argument breaks.

The step "x2+y2=625x^2+y^2=625, and at the given moment x=15x=15, so y=20y=20" is fine — it correctly computes the value of yy at the one instant t0t_0 in question.

The invalid step is differentiating that value. Writing "y=20y=20" and differentiating treats yy as the constant function y(t)=20y(t)=20 for all tt. But y=20y=20 is true only at the single instant t0t_0; it is not an identity on any interval of times. A derivative is defined by dydtt0=limtt0y(t)y(t0)tt0,\frac{dy}{dt}\Big|_{t_0}=\lim_{t\to t_0}\frac{y(t)-y(t_0)}{t-t_0}, so it depends on the values of yy at times near t0t_0, not just at t0t_0. Substituting x=15x=15 discarded exactly that information.

The rule to remember: you may replace a symbol by a number before differentiating if and only if that symbol is constant for all tt. The constant 625=252625=25^2 — the square of the ladder's fixed 2525 ft length — qualifies; xx and yy do not. Substituting the instantaneous values must be the last step, after the ddt\frac{d}{dt}.

(b) The correct solution.

Let x(t)x(t) be the distance from the wall to the foot and y(t)y(t) the height of the top, in feet, tt in seconds. Given dxdt=+3\dfrac{dx}{dt}=+3 ft/s. The constraint x(t)2+y(t)2=625x(t)^2+y(t)^2=625 holds for every tt with 0<x<250<x<25, so both sides are the same function of tt and may be differentiated:

\quad\Longrightarrow\quad \frac{dy}{dt}=-\frac{x}{y}\cdot\frac{dx}{dt}.$$ Now, and only now, substitute the instant's data: $x=15$ and $y=\sqrt{625-225}=\sqrt{400}=20$. Hence $$\frac{dy}{dt}=-\frac{15}{20}\cdot 3=-\frac{45}{20}=-\frac94=-2.25\ \text{ft/s}.$$ **Check.** With $x(t)=15+3t$ and $y(t)=\sqrt{625-x(t)^2}$, the central difference $\frac{y(0.001)-y(-0.001)}{0.002}\approx-2.2500$, confirming the answer and refuting $0$. **Answer.** The top slides **down** at $2.25$ ft/s; that is, $\dfrac{dy}{dt}=-\dfrac94=-2.25$ ft/s.

A street lamp is mounted at the top of a 66 m pole. A person 22 m tall walks away from the pole along level ground at 1.51.5 m/s.

(a) How fast is the length of the person's shadow increasing?

(b) How fast is the tip of the shadow moving away from the pole?

(c) The problem never says how far the person is from the pole. Why is no such distance needed?

Show hint

Set up similar triangles for the person and for the pole, and clear the fractions before you differentiate. Keep the shadow's length and the position of its tip as two different quantities.

Show answer

Step 1 — draw and name. Put the base of the pole at the origin. Let x(t)x(t) be the distance from the pole to the person and s(t)s(t) the length of the person's shadow (measured from the person's feet, away from the pole), both in metres, tt in seconds. Given dxdt=1.5\dfrac{dx}{dt}=1.5 m/s. The tip of the shadow is at distance x+sx+s from the pole.

Step 2 — relate by similar triangles. The large right triangle has vertical leg 66 (the pole) and horizontal leg x+sx+s (pole base to shadow tip). The small right triangle has vertical leg 22 (the person) and horizontal leg ss (feet to tip). The light ray through the top of the person's head is the common hypotenuse direction, so the triangles are similar: 6x+s=2s.\frac{6}{x+s}=\frac{2}{s}.

Step 3 — clear fractions before differentiating. Cross-multiplying, 6s=2(x+s)=2x+2s4s=2xs=x2.6s=2(x+s)=2x+2s\quad\Longrightarrow\quad 4s=2x\quad\Longrightarrow\quad s=\frac{x}{2}. This is an identity in tt, valid for all tt while the person walks. (Clearing the fractions first turns what would be a messy quotient rule into a one-line differentiation.)

Step 4 — differentiate with respect to tt. dsdt=12dxdt=12(1.5)=0.75 m/s.\frac{ds}{dt}=\frac12\cdot\frac{dx}{dt}=\frac12(1.5)=0.75\ \text{m/s}.

Step 5 — the tip. The tip's distance from the pole is T(t)=x(t)+s(t)=x+x2=3x2,T(t)=x(t)+s(t)=x+\frac{x}{2}=\frac{3x}{2}, so dTdt=32dxdt=32(1.5)=2.25 m/s.\frac{dT}{dt}=\frac32\cdot\frac{dx}{dt}=\frac32(1.5)=2.25\ \text{m/s}.

Check. The tip's speed must equal the walker's speed plus the rate the shadow lengthens: 1.5+0.75=2.251.5+0.75=2.25. ✓ Also note 2.25>1.52.25>1.5: the tip outruns the person, as it must, since the shadow is growing ahead of them.

(c) Why no distance is needed. Both rates came out as constant multiples of dxdt\frac{dx}{dt}, with the multipliers pHp=24=12\frac{p}{H-p}=\frac{2}{4}=\frac12 and HHp=64=32\frac{H}{H-p}=\frac{6}{4}=\frac32 depending only on the two fixed heights. The relation s=x2s=\frac x2 is linear, so differentiating removes xx entirely. In general, for a lamp of height HH and a walker of height p<Hp<H, dsdt=pHpdxdt,dTdt=HHpdxdt,\frac{ds}{dt}=\frac{p}{H-p}\frac{dx}{dt},\qquad \frac{dT}{dt}=\frac{H}{H-p}\frac{dx}{dt}, neither of which involves xx. (This is special to the straight-line, level-ground geometry — in the ladder and cone problems the position genuinely matters.)

Answer. (a) The shadow lengthens at 0.750.75 m/s. (b) The tip moves at 2.252.25 m/s. (c) Because the shadow length is proportional to the distance walked, so the position cancels on differentiating.

A hot-air balloon rises vertically at a constant 22 m/s from a launch pad. An observer stands on level ground 100100 m from the pad and watches the balloon, keeping the horizontal distance fixed. Let θ\theta be the observer's angle of elevation to the balloon.

(a) How fast is θ\theta increasing when the balloon is 100100 m high?

(b) At what height is dθdt\dfrac{d\theta}{dt} largest, and what happens to dθdt\dfrac{d\theta}{dt} as the balloon rises very high?

Show hint

Relate θ\theta to the height with a tangent, and make sure the angle is measured in radians before you differentiate.

Show answer

Step 1 — name the variables. Let h(t)h(t) be the balloon's height in metres and θ(t)\theta(t) the angle of elevation in radians (the derivative formulas for trigonometric functions require radians), tt in seconds. The horizontal distance is the constant 100100 m. Given dhdt=2\dfrac{dh}{dt}=2 m/s.

Step 2 — relate. In the right triangle with horizontal leg 100100 and vertical leg hh, tanθ(t)=h(t)100,0θ<π2.\tan\theta(t)=\frac{h(t)}{100},\qquad 0\le\theta<\frac{\pi}{2}.

Step 3 — differentiate with respect to tt. Using ddθtanθ=sec2θ\frac{d}{d\theta}\tan\theta=\sec^2\theta and the chain rule on the left, sec2θdθdt=1100dhdt=2100=0.02.\sec^2\theta\,\frac{d\theta}{dt}=\frac{1}{100}\cdot\frac{dh}{dt}=\frac{2}{100}=0.02 .

Step 4 — substitute. When h=100h=100 the triangle has equal legs, so tanθ=1\tan\theta=1 and θ=π4\theta=\dfrac{\pi}{4}, giving sec2θ=1+tan2θ=1+1=2.\sec^2\theta=1+\tan^2\theta=1+1=2 . Therefore 2dθdt=0.02dθdt=0.01 rad/s.2\,\frac{d\theta}{dt}=0.02\quad\Longrightarrow\quad\frac{d\theta}{dt}=0.01\ \text{rad/s}.

Answer (a). dθdt=0.01\dfrac{d\theta}{dt}=0.01 rad/s (about 0.570.57^\circ per second), and it is positive, as it must be while the balloon climbs.

(b) General formula. Since sec2θ=1+tan2θ=1+h21002\sec^2\theta=1+\tan^2\theta=1+\dfrac{h^2}{100^2}, dθdt=0.021+h2104=200104+h2.\frac{d\theta}{dt}=\frac{0.02}{1+\dfrac{h^2}{10^4}}=\frac{200}{10^4+h^2}. The denominator 104+h210^4+h^2 is smallest at h=0h=0, so dθdt\dfrac{d\theta}{dt} is largest at launch: dθdth=0=200104=0.02 rad/s,\frac{d\theta}{dt}\Big|_{h=0}=\frac{200}{10^4}=0.02\ \text{rad/s}, and it decreases monotonically in hh, with dθdt0\dfrac{d\theta}{dt}\to 0 as hh\to\infty. Physically: high overhead, a further two metres of climb barely changes the observer's line of sight.

Check. Using θ(t)=arctan ⁣(h0+2t100)\theta(t)=\arctan\!\big(\frac{h_0+2t}{100}\big), the central difference at h0=100h_0=100 gives 0.010000.01000 rad/s and at h0=0h_0=0 gives 0.020000.02000 rad/s, matching both results. Also, 200104+h2\frac{200}{10^4+h^2} at h=100h=100 is 20020000=0.01\frac{200}{20000}=0.01. ✓

Trap. If you had recorded θ\theta in degrees, the relation ddθtanθ=sec2θ\frac{d}{d\theta}\tan\theta=\sec^2\theta would be wrong by a factor of π180\frac{\pi}{180}. Always convert to radians before differentiating, and convert back only in the final sentence if you want degrees.

Boyle's law states that when a gas is compressed at constant temperature, its pressure PP and volume VV satisfy PV=CPV=C for a constant CC.

(a) At a certain instant the volume is 600600 cm3^3, the pressure is 150150 kPa, and the pressure is increasing at 2020 kPa/min. At what rate is the volume changing?

(b) If instead the compression is adiabatic, so that PV1.4=CPV^{1.4}=C (with V>0V>0), what is the rate of change of the volume at the same instant with the same data?

Show hint

Both sides of PV=CPV=C are functions of tt; the left-hand side needs the product rule, and in (b) the chain rule as well.

Show answer

Step 1 — name the variables. Let P(t)P(t) be the pressure in kPa and V(t)V(t) the volume in cm3^3, tt in minutes. At the instant t0t_0: P=150P=150, V=600V=600, dPdt=+20\dfrac{dP}{dt}=+20 kPa/min. Want dVdt\dfrac{dV}{dt}.

(a) Boyle's law. The relation P(t)V(t)=CP(t)V(t)=C holds for all tt during the compression, so differentiate both sides with respect to tt. The right side is constant; the left side needs the product rule:

\quad\Longrightarrow\quad \frac{dV}{dt}=-\frac{V}{P}\cdot\frac{dP}{dt}.$$ Substituting the instant's values: $$\frac{dV}{dt}=-\frac{600}{150}\cdot 20=-4\cdot 20=-80\ \text{cm}^3/\text{min}.$$ The volume is **decreasing** at $80$ cm$^3$/min. **Check for (a).** Since $C=PV=150\cdot 600=90\,000$ and $P(t)=150+20t$, we have $V(t)=\frac{90\,000}{150+20t}$; then $$\frac{dV}{dt}=-\frac{90\,000\cdot 20}{(150+20t)^2},\qquad \frac{dV}{dt}\Big|_{t=0}=-\frac{1\,800\,000}{22\,500}=-80 .$$ Same answer by an independent route. ✓ **(b) Adiabatic law.** Now $P(t)\,V(t)^{1.4}=C$ with $V>0$, so the power rule with a real exponent applies to $V^{1.4}$. Product rule on the left, chain rule inside: $$\frac{dP}{dt}\,V^{1.4}+P\cdot 1.4\,V^{0.4}\,\frac{dV}{dt}=0 .$$ Solve, dividing through by $V^{0.4}>0$: $$\frac{dV}{dt}=-\frac{V^{1.4}}{1.4\,P\,V^{0.4}}\cdot\frac{dP}{dt}=-\frac{V}{1.4\,P}\cdot\frac{dP}{dt}.$$ Substituting: $$\frac{dV}{dt}=-\frac{600}{1.4\cdot 150}\cdot 20=-\frac{12\,000}{210}=-\frac{400}{7}\approx-57.14\ \text{cm}^3/\text{min}.$$ **Check for (b).** $V(t)=\left(\frac{C}{150+20t}\right)^{1/1.4}$ with $C=150\cdot 600^{1.4}$; the central difference quotient at $t=0$ gives $-57.1429$ cm$^3$/min. ✓ **Answer.** (a) $\dfrac{dV}{dt}=-80$ cm$^3$/min (decreasing at $80$ cm$^3$/min). (b) $\dfrac{dV}{dt}=-\dfrac{400}{7}\approx-57.1$ cm$^3$/min. **Remark.** Note the structure: the adiabatic answer is exactly the Boyle answer divided by $1.4$. The exponent measures how stiffly the gas resists compression, and related rates read that off immediately. Note also that no geometry appeared — "related rates" is about *any* constraint between time-varying quantities.

Two straight roads cross at right angles. Car AA is travelling west toward the intersection at 5050 km/h and car BB is travelling north toward the same intersection at 6060 km/h. At a certain moment AA is 0.30.3 km from the intersection and BB is 0.40.4 km from it.

(a) At what rate is the distance between the cars changing at that moment? Are they approaching or separating?

(b) Suppose instead that at that moment car AA has already passed through the intersection and is 0.30.3 km beyond it, still travelling west at 5050 km/h, while BB is still 0.40.4 km short and approaching at 6060 km/h. Redo the calculation.

Show hint

Let xx and yy be the cars' distances from the intersection and write Pythagoras. The whole problem turns on the signs you assign to dxdt\frac{dx}{dt} and dydt\frac{dy}{dt}.

Show answer

Step 1 — set a convention. Let x(t)0x(t)\ge 0 be car AA's distance from the intersection, y(t)0y(t)\ge 0 car BB's distance from the intersection, and z(t)>0z(t)>0 the distance between the cars, all in km, tt in hours. Because the roads are perpendicular, for all tt near the instant, z(t)2=x(t)2+y(t)2.z(t)^2=x(t)^2+y(t)^2 .

Step 2 — differentiate with respect to tt.

\quad\Longrightarrow\quad z\frac{dz}{dt}=x\frac{dx}{dt}+y\frac{dy}{dt}.$$ **Step 3 — translate the English into signs (part (a)).** Both cars are getting *closer* to the intersection, so both distances are decreasing: $$\frac{dx}{dt}=-50,\qquad \frac{dy}{dt}=-60\ \ \text{(km/h)}.$$ **Step 4 — compute $z$ and substitute.** With $x=0.3$ and $y=0.4$, $$z=\sqrt{0.3^2+0.4^2}=\sqrt{0.09+0.16}=\sqrt{0.25}=0.5\ \text{km},$$ $$0.5\,\frac{dz}{dt}=(0.3)(-50)+(0.4)(-60)=-15-24=-39,$$ $$\frac{dz}{dt}=\frac{-39}{0.5}=-78\ \text{km/h}.$$ **Answer (a).** $\dfrac{dz}{dt}=-78$ km/h: the cars are **approaching** each other at $78$ km/h. **Sanity check.** Since $z>0$ always, a negative $\frac{dz}{dt}$ correctly means "closing". For a size check, apply the Cauchy–Schwarz inequality to $z\frac{dz}{dt}=x\frac{dx}{dt}+y\frac{dy}{dt}$: $$\left|\frac{dz}{dt}\right|=\frac{\left|x\frac{dx}{dt}+y\frac{dy}{dt}\right|}{\sqrt{x^2+y^2}}\le\sqrt{\left(\frac{dx}{dt}\right)^2+\left(\frac{dy}{dt}\right)^2}=\sqrt{50^2+60^2}=\sqrt{6100}\approx 78.10\ \text{km/h}.$$ So $78$ km/h is admissible, and it sits just under that ceiling because at this instant $(x,y)=(0.3,0.4)$ is very nearly *anti*-parallel to $\big(\frac{dx}{dt},\frac{dy}{dt}\big)=(-50,-60)$, so the inequality is almost an equality. Do **not** believe the folklore rule "the closing speed lies between the larger individual speed and the sum of the speeds": the upper bound $50+60=110$ is true but far weaker than $\sqrt{6100}$, and the lower half is false — if $B$ happened to be *at* the intersection ($y=0$) the same formula would give $\frac{dz}{dt}=\frac{x(-50)}{x}=-50$ km/h, a closing speed below $B$'s own $60$ km/h. Numerically, with $x(t)=0.3-50t$, $y(t)=0.4-60t$, $z(t)=\sqrt{x^2+y^2}$, the central difference at $t=0$ gives $-78.000$ km/h. ✓ **Step 5 — part (b): only the sign changes.** Now $A$ is moving *away* from the intersection, so its distance from the intersection is increasing: $\dfrac{dx}{dt}=+50$, while $\dfrac{dy}{dt}=-60$ as before. The relation $z^2=x^2+y^2$ still holds (squaring makes the side of the intersection irrelevant), and $x=0.3$, $y=0.4$, $z=0.5$ as before. Hence $$0.5\,\frac{dz}{dt}=(0.3)(+50)+(0.4)(-60)=15-24=-9 \quad\Longrightarrow\quad \frac{dz}{dt}=\frac{-9}{0.5}=-18\ \text{km/h}.$$ **Answer (b).** $\dfrac{dz}{dt}=-18$ km/h: they are still approaching, but only at $18$ km/h. (Numerical check with $x(t)=0.3+50t$: $-18.000$ km/h. ✓) **Moral.** The geometry and the differentiation were identical in both parts; the entire difference — a factor of more than four — came from one sign. Decide what your variables measure and which direction is positive *before* you write down any rate.

A ladder 55 m long leans against a vertical wall. Its foot is pulled away from the wall along level ground at 0.60.6 m/s. Let θ\theta be the angle between the ladder and the ground, and let AA be the area of the right triangle enclosed by the ladder, the wall and the ground. At the instant when the foot is 33 m from the wall, find

(a) the rate at which the top of the ladder is sliding down,

(b) dθdt\dfrac{d\theta}{dt},

(c) dAdt\dfrac{dA}{dt},

and (d) determine the foot's distance from the wall at the instant when dAdt=0\dfrac{dA}{dt}=0.

Show hint

Get dydt\frac{dy}{dt} first — parts (b) and (c) both use it. For the angle, pick whichever trigonometric relation has the simplest derivative; for the area, remember the product rule.

Show answer

Setup. Let x(t)x(t) be the distance from the wall to the foot and y(t)y(t) the height of the top, in metres, tt in seconds. Given dxdt=0.6\dfrac{dx}{dt}=0.6 m/s and the constraint, valid for all tt with 0<x<50<x<5, x2+y2=25.x^2+y^2=25 . At the instant of interest x=3x=3, so y=259=4y=\sqrt{25-9}=4 m.

(a) Rate the top slides. Differentiating the constraint,

\quad\Longrightarrow\quad \frac{dy}{dt}=-\frac{x}{y}\cdot\frac{dx}{dt}=-\frac{3}{4}(0.6)=-0.45\ \text{m/s}.$$ The top slides **down** at $0.45$ m/s. **(b) Rate of change of the angle.** Measure $\theta$ in radians. The simplest relation uses the adjacent side and the (constant) hypotenuse: $$\cos\theta(t)=\frac{x(t)}{5}.$$ Differentiate with respect to $t$: $$-\sin\theta\,\frac{d\theta}{dt}=\frac{1}{5}\frac{dx}{dt}=\frac{0.6}{5}=0.12 .$$ At the instant, $\sin\theta=\dfrac{y}{5}=\dfrac45=0.8$, so $$\frac{d\theta}{dt}=-\frac{0.12}{0.8}=-0.15\ \text{rad/s}.$$ The angle is **decreasing** at $0.15$ rad/s, as it must be while the ladder flattens. *Independent confirmation using a different relation.* From $\tan\theta=\dfrac{y}{x}$, $$\sec^2\theta\,\frac{d\theta}{dt}=\frac{\frac{dy}{dt}\,x-y\,\frac{dx}{dt}}{x^2} =\frac{(-0.45)(3)-(4)(0.6)}{9}=\frac{-1.35-2.4}{9}=-\frac{3.75}{9}=-\frac{5}{12},$$ and $\sec^2\theta=1+\tan^2\theta=1+\left(\dfrac43\right)^2=\dfrac{25}{9}$, so $$\frac{d\theta}{dt}=-\frac{5}{12}\cdot\frac{9}{25}=-\frac{45}{300}=-0.15\ \text{rad/s}.$$ This agrees with the value found from the cosine relation. ✓ **(c) Rate of change of the area.** The triangle has legs $x$ and $y$, so $$A(t)=\frac12\,x(t)\,y(t).$$ Differentiate with the **product rule** (both legs vary): $$\frac{dA}{dt}=\frac12\left(\frac{dx}{dt}\,y+x\,\frac{dy}{dt}\right) =\frac12\Big((0.6)(4)+(3)(-0.45)\Big)=\frac12(2.4-1.35)=\frac12(1.05)=0.525\ \text{m}^2/\text{s}.$$ The area is **increasing** at $0.525$ m$^2$/s. **(d) When is $\dfrac{dA}{dt}=0$?** Substitute $y=\sqrt{25-x^2}$ and $\dfrac{dy}{dt}=-\dfrac{x}{y}\dfrac{dx}{dt}$ into the product rule: $$\frac{dA}{dt}=\frac12\left(y-\frac{x^2}{y}\right)\frac{dx}{dt}=\frac{y^2-x^2}{2y}\cdot\frac{dx}{dt}.$$ Since $\dfrac{dx}{dt}=0.6\ne 0$ and $y>0$, this vanishes exactly when $y^2=x^2$, i.e. (both being positive) $y=x$. Combined with $x^2+y^2=25$ this gives $2x^2=25$, so $$x=\frac{5}{\sqrt2}=\frac{5\sqrt2}{2}\approx 3.54\ \text{m}.$$ This is the isosceles position, and it is where the area is largest: $A=\frac12x y=\frac12\cdot\frac{25}{2}=6.25$ m$^2$. Consistently, our answer in (c) at $x=3<3.54$ was positive (area still growing), and the same formula at, say, $x=4$ gives $\frac{9-16}{2\cdot 3}(0.6)=-0.7$ m$^2$/s, negative as expected past the maximum. **Numerical check.** With $x(t)=3+0.6t$, $y(t)=\sqrt{25-x(t)^2}$: central differences at $t=0$ give $\frac{dy}{dt}\approx-0.45000$, $\frac{d}{dt}\arctan\!\big(y/x\big)\approx-0.15000$ and $\frac{d}{dt}\big(\frac12 xy\big)\approx0.52500$. All three match. ✓ **Answers.** (a) $-0.45$ m/s (down at $0.45$ m/s). (b) $-0.15$ rad/s. (c) $+0.525$ m$^2$/s. (d) $x=\dfrac{5\sqrt2}{2}\approx3.54$ m.

Two straight roads leave a junction at an angle of 6060^\circ. One car is driving away from the junction along the first road at a constant 8080 km/h, and another car is driving away from the junction along the second road at a constant 100100 km/h. (They passed through the junction at different times, so their two distances from it are independent data.) How fast is the distance between the two cars changing at the instant when the first car is 33 km from the junction and the second is 44 km from the junction?

(Law of cosines: z2=x2+y22xycosαz^2=x^2+y^2-2xy\cos\alpha.)

Show hint

The roads are not perpendicular, so Pythagoras does not apply — use the law of cosines with the fixed angle. Both xx and yy vary, so the cross term needs the product rule.

Show answer

Step 1 — name the variables. Let x(t)x(t) be the first car's distance from the junction, y(t)y(t) the second car's distance, and z(t)>0z(t)>0 the distance between the cars, in km, tt in hours. Both cars are moving away from the junction, so dxdt=+80,dydt=+100.\frac{dx}{dt}=+80,\qquad \frac{dy}{dt}=+100 .

Step 2 — relate. The angle α=60\alpha=60^\circ at the junction never changes, and cos60=12\cos 60^\circ=\dfrac12, so the law of cosines gives, for all tt, z2=x2+y22xycos60=x2+y2xy.z^2=x^2+y^2-2xy\cos 60^\circ=x^2+y^2-xy . (The number cos60=12\cos 60^\circ=\frac12 is a genuine constant, so it may be substituted now; xx, yy, zz may not.)

Step 3 — differentiate with respect to tt. The term xyxy requires the product rule: 2zdzdt=2xdxdt+2ydydt(dxdty+xdydt).2z\frac{dz}{dt}=2x\frac{dx}{dt}+2y\frac{dy}{dt}-\left(\frac{dx}{dt}\,y+x\,\frac{dy}{dt}\right).

Step 4 — find zz at the instant. With x=3x=3 and y=4y=4, z2=32+42(3)(4)=9+1612=13z=133.6056 km.z^2=3^2+4^2-(3)(4)=9+16-12=13\quad\Longrightarrow\quad z=\sqrt{13}\approx 3.6056\ \text{km}. (Note z=13<5z=\sqrt{13}<5: the cars are closer than they would be on perpendicular roads, exactly as the 6060^\circ angle demands.)

Step 5 — substitute and solve.

2x\frac{dx}{dt}&=2(3)(80)=480,\\ 2y\frac{dy}{dt}&=2(4)(100)=800,\\ \frac{dx}{dt}\,y+x\,\frac{dy}{dt}&=(80)(4)+(3)(100)=320+300=620, \end{aligned}$$ so $$2\sqrt{13}\,\frac{dz}{dt}=480+800-620=660,$$ $$\frac{dz}{dt}=\frac{660}{2\sqrt{13}}=\frac{330}{\sqrt{13}}=\frac{330\sqrt{13}}{13}\approx 91.53\ \text{km/h}.$$ **Answer.** The cars are **separating** at $\dfrac{330\sqrt{13}}{13}\approx 91.5$ km/h. **Checks.** - *Sign.* Positive, as it must be: both cars are moving away from the junction along diverging roads, so the distance can only grow. - *Plausibility.* The separation rate is the component of the relative velocity along the line joining the cars, so it can never exceed the relative speed, which here is $\sqrt{80^2+100^2-2(80)(100)\cos 60^\circ}=\sqrt{8400}\approx 91.65$ km/h (the velocity vectors meet at the same $60^\circ$); our $91.53$ km/h is just under that ceiling. It also lies between the extreme cases $100-80=20$ km/h (roads at $\alpha=0^\circ$) and $80+100=180$ km/h (roads at $\alpha=180^\circ$). For comparison, at $\alpha=90^\circ$ with the same distances the rate would be $\frac{3(80)+4(100)}{5}=\frac{640}{5}=128$ km/h — larger, as a wider angle should give. - *Numerical.* With $x(t)=3+80t$, $y(t)=4+100t$ and $z(t)=\sqrt{x^2+y^2-xy}$, the central difference quotient at $t=0$ gives $91.5255$ km/h, matching $\frac{330}{\sqrt{13}}=91.52553$. **Why the wording of the instant matters.** If the two cars had left the junction *simultaneously*, then $x=80t$ and $y=100t$ would force $y=\frac54x$ for all $t$, so $x=3$ would mean $y=3.75$ km, not $4$ km: the stated instant could never occur, and the question would be about a state the system can never be in. Related-rates data must be consistent — the same check that rejects "a $13$ ft ladder whose foot is $15$ ft from the wall". Here the two distances are independent, so $(x,y)=(3,4)$ is a genuine instantaneous state and only $x$, $y$, $\frac{dx}{dt}$, $\frac{dy}{dt}$ at that instant enter the computation. **Common error.** Writing $z^2=x^2+y^2$ out of habit would give $z=5$ and $\frac{dz}{dt}=128$ km/h — a $40\%$ error. Always check whether the angle in the picture is actually a right angle.

A lighthouse stands on a small island 33 km from the nearest point PP on a long, straight shoreline. Its lamp rotates at a constant 44 revolutions per minute, sweeping a beam across the shore. Let xx be the distance along the shore from PP to the spot where the beam strikes.

(a) How fast is the spot of light moving along the shore when it is 11 km from PP?

(b) How fast is it moving as it passes through PP itself?

(c) What happens to the speed of the spot as the beam turns toward being parallel to the shore, and why does the model fail there?

Show hint

Let θ\theta be the angle between the beam and the perpendicular from the lighthouse to the shore, and relate xx to θ\theta. Before differentiating, convert the rotation rate into the units the trigonometric derivative formulas require.

Show answer

Step 1 — name the variables and fix the units. Let θ(t)\theta(t) be the angle (in radians) between the beam and the perpendicular segment from the lighthouse to PP, and x(t)x(t) the distance from PP to the illuminated spot, in km, with tt in minutes.

The rotation rate is given in revolutions per minute and must be converted, because ddθtanθ=sec2θ\frac{d}{d\theta}\tan\theta=\sec^2\theta is valid only for radians. Since 11 revolution =2π=2\pi radians, dθdt=4 revmin=42π radmin=8π rad/min25.13 rad/min.\frac{d\theta}{dt}=4\ \frac{\text{rev}}{\text{min}}=4\cdot 2\pi\ \frac{\text{rad}}{\text{min}}=8\pi\ \text{rad/min}\approx 25.13\ \text{rad/min}.

Step 2 — relate. The lighthouse, PP and the spot form a right triangle with legs 33 (fixed) and xx, the angle θ\theta being at the lighthouse. Hence for all tt with π2<θ<π2-\frac{\pi}{2}<\theta<\frac{\pi}{2}, tanθ(t)=x(t)3x(t)=3tanθ(t).\tan\theta(t)=\frac{x(t)}{3}\qquad\Longleftrightarrow\qquad x(t)=3\tan\theta(t).

Step 3 — differentiate with respect to tt. dxdt=3sec2θdθdt.\frac{dx}{dt}=3\sec^2\theta\,\frac{d\theta}{dt}.

Step 4 — part (a): substitute x=1x=1. Then tanθ=13\tan\theta=\dfrac13, so sec2θ=1+tan2θ=1+19=109,\sec^2\theta=1+\tan^2\theta=1+\frac19=\frac{10}{9}, and therefore dxdt=31098π=3098π=240π9=80π383.78 km/min.\frac{dx}{dt}=3\cdot\frac{10}{9}\cdot 8\pi=\frac{30}{9}\cdot 8\pi=\frac{240\pi}{9}=\frac{80\pi}{3}\approx 83.78\ \text{km/min}.

Answer (a). dxdt=80π383.8\dfrac{dx}{dt}=\dfrac{80\pi}{3}\approx 83.8 km/min, i.e. about 50275027 km/h.

Step 5 — part (b): at PP. There x=0x=0, so θ=0\theta=0 and sec20=1\sec^2 0=1: dxdt=3(1)(8π)=24π75.40 km/min.\frac{dx}{dt}=3(1)(8\pi)=24\pi\approx 75.40\ \text{km/min}. Since sec2θ1\sec^2\theta\ge 1 with equality only at θ=0\theta=0, this is the slowest the spot ever moves: the beam sweeps the shore most slowly right at the nearest point.

Step 6 — part (c). In general dxdt=3sec2θdθdt=24πsec2θ=24π(1+x29),\frac{dx}{dt}=3\sec^2\theta\,\frac{d\theta}{dt}=24\pi\sec^2\theta=24\pi\left(1+\frac{x^2}{9}\right), which increases without bound as θπ2\theta\to\frac{\pi}{2}^- (equivalently xx\to\infty). The idealised model therefore predicts arbitrarily large speeds. Nothing physical is violated: no object is moving — the spot is a geometric intersection point, not a body carrying energy — so its apparent speed may exceed any bound. What does fail is the geometry: at exactly θ=π2\theta=\frac{\pi}{2} the beam is parallel to the shore, the relation x=3tanθx=3\tan\theta is undefined (as is tanπ2\tan\frac{\pi}{2}), and the beam never meets the shoreline at all. A real shoreline is also finite, and the beam grazes it long before this.

Checks.

  • Units. kmrad/min=km/min\text{km}\cdot\text{rad/min}=\text{km/min}, since radians are dimensionless. If you had used 44 instead of 8π8\pi for dθdt\frac{d\theta}{dt} you would have got 40313.3\frac{40}{3}\approx 13.3 km/min — too small by the factor 2π2\pi. That conversion is the whole point of the problem.
  • Numerical. With θ(t)=arctan13+8πt\theta(t)=\arctan\frac13+8\pi t and x(t)=3tanθ(t)x(t)=3\tan\theta(t), the central difference quotient at t=0t=0 gives 83.775883.7758 km/min, matching 80π3=83.77580\frac{80\pi}{3}=83.77580. At θ0=0\theta_0=0 it gives 75.398275.3982, matching 24π=75.3982224\pi=75.39822.
  • Consistency of (a) and (b). 80π3=24π109\frac{80\pi}{3}=24\pi\cdot\frac{10}{9}, and indeed sec2θ=109\sec^2\theta=\frac{10}{9} at x=1x=1. ✓