MATH 203 Calculus I • Concordia University, Montreal
Corrected exercises: rates of change and limit laws (MATH 203)
This is the corrected exercise set for rates of change and limit laws in MATH 203, Differential and Integral Calculus I, at Concordia University, sections 2.1 and 2.2 of Thomas' Calculus.It opens the limit part of the course: the average rate of change as the slope of a secant, the slope of the tangent estimated by secants that close in on the point, the limit laws that turn that estimate into an exact number, the indeterminate form 00 removed by factoring or by a conjugate, and the Sandwich Theorem, also called the Squeeze Theorem.
What the set covers, the traps it targets
It opens the limit part of the course: the average rate of change as the slope of a secant, the slope of the tangent estimated by secants that close in on the point, the limit laws that turn that estimate into an exact number, the indeterminate form 00 removed by factoring or by a conjugate, and the Sandwich Theorem, also called the Squeeze Theorem.
Your scientific calculator is allowed and used for the tables; it never replaces the algebra.
By the end of the set you can compute an average rate of change on a graph, a formula or a data table (exercises 1 and 9), estimate a tangent slope with secants on both sides of the point (exercise 2), read limits on a graph and combine them with the limit laws (exercise 3), open a 00 by factoring (exercise 4) or by a conjugate, a fraction inside a fraction or a negative exponent (exercise 5), squeeze an oscillating function between two bounds (exercise 6), and find the instantaneous velocity of a tool tossed up on the Moon as a limit of average velocities (exercise 10).
The thread running through the whole set: the secant is the only slope anyone can compute, and the tangent is what the secants APPROACH. Reaching it exactly means taking a limit whose substitution gives 00, and that form is not an answer but an order to rewrite the expression, legally, because x=c in a limit. In MATH 203 the marks are not lost in the limit: they are lost in the ALGEBRA of that rewriting. Every solution names the algebraic step where the points go.
The traps named in the solutions: dividing Δx by Δy, reading an interval in degrees, estimating a tangent from one side only, rounding before subtracting, giving f(c) as the limit, using the quotient law when the denominator tends to 0, writing x−1=−x or x+16=x+4, losing the leading coefficient in 2x2+5x−3, dropping the parentheses in 3−(3−x), squeezing with bounds that swap places for negative x, and trusting a calculator table that rounds to 0 (exercise 7).
Exercise 1: Average rate of change: the slope of a secant, on a graph and from a formula
10 answers to check
The average rate of change of y=f(x) on [a,b] is ΔxΔy=b−af(b)−f(a). Geometrically it is the slope of the SECANT line through P(a,f(a)) and Q(b,f(b)). The quotient is always change in OUTPUT over change in INPUT, taken in the same order on top and bottom.
The figure shows the graph of f(x)=x3−3x2+5 on [−1,3.2], with the points of abscissa −1, 0, 2 and 3 marked, and the secant through the first and the last of them (dashed).
a) Give f(−1), f(0), f(2) and f(3), then the average rate of change of f on [−1,0], on [0,2] and on [−1,3]. Which of these is the slope of the dashed line?
b) Find every b in (0,3.2] for which the average rate of change of f on [0,b] is 0, by solving an equation. What does a zero average rate of change say about f, and what does it NOT say?
c) Find the average rate of change of sinx on [0,6π] and on [6π,2π], exactly and to 4 decimals. What does a calculator in degree mode lead a student to write for the first one?
d) For g(x)=x1, find the average rate of change on [2,5], then show that on any interval [a,b] with 0<a<b it equals −ab1.
e) For h(t)=t−2, find the average rate of change on [1,2], then on [1,1+k] for k>0, simplified to a single fraction. Evaluate the second one for k=0.1.
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Answers
a)f(−1)=1, f(0)=5, f(2)=1, f(3)=5; rates 4, −2 and 1; the dashed line is the secant on [−1,3], slope 1.
b)b=3 only, from b2(b−3)=0; the secant is horizontal, f is NOT constant.
c)π3≈0.9549 and 2π3≈0.4775; degree mode gives 300.5≈0.0167, wrong.
d)−101; b−ab1−a1=ab(b−a)a−b=−ab1
e)−43; −(1+k)22+k, which is −1.212.1≈−1.7355 for k=0.1
a)
Substituting: f(−1)=−1−3+5=1, f(0)=5, f(2)=8−12+5=1, f(3)=27−27+5=5, which the grid confirms. On [−1,0]: 0−(−1)5−1=4. On [0,2]: 2−0f(2)−f(0)=21−5=−2. On [−1,3]: 3−(−1)5−1=44=1, and this is the slope of the dashed line, which joins (−1,1) to (3,5). Subtracting a negative abscissa is the first algebraic trap: 3−(−1)=4, not 2. The two classic slips are the inverted quotient ΔyΔx, which would give 41 on [−1,0], and the mixed order 2−0f(0)−f(2)=2, which loses the sign. A negative rate on [0,2] is exactly what the figure shows: the curve comes DOWN from 5 to 1.
b)
The rate on [0,b] is b−0f(b)−5, which is 0 exactly when f(b)=5, that is b3−3b2=0. Factor out the common factor: b2(b−3)=0, so b=0 or b=3, and the only root in (0,3.2] is b=3. Dividing both sides by b2 instead of factoring gives the right root here by luck, and loses roots in general: an equation is FACTORED, never divided by an expression that may be 0. A zero average rate says that f ends where it started: the secant is HORIZONTAL. It does not say that f stayed constant, nor that it did not move: on [0,3] the curve goes down to 1 and back up to 5. The same holds on [−1,2], since f(−1)=f(2)=1.
c)
With x in radians: on [0,6π], 6π−0sin6π−sin0=6π21=21⋅π6=π3≈0.9549. On [6π,2π]: 2π−6π1−21=3π21=2π3≈0.4775. The second is half the first: the sine curve flattens as it approaches its maximum. Dividing by a fraction is multiplying by its reciprocal; this is where the marks go, not in the sine. A calculator in degree mode reads the interval as [0,30] and returns 300.5≈0.0167, which is the rate per DEGREE. In calculus every angle is in radians unless the question says otherwise.
d)
On [2,5]: 5−251−21=3−103=−101. In general, the numerator is a difference of fractions: bring it to the common denominator ab first, b1−a1=aba−b. Then divide by b−a, that is multiply by b−a1: ab(b−a)a−b. Since a−b=−(b−a), the factor cancels and leaves −ab1. Check with a=2, b=5: −101. This fraction inside a fraction is THE algebraic gesture of the chapter; writing b1−a1=b−a1 is the error that costs the whole part.
e)
t−2=t21, never −t2. On [1,2]: 2−141−1=−43. On [1,1+k]: k(1+k)−2−1=k(1+k)21−1=k(1+k)21−(1+k)2. Expand the top: 1−(1+2k+k2)=−2k−k2=−k(2+k). The factor k cancels (k=0): the rate is −(1+k)22+k. For k=0.1: −1.212.1≈−1.7355. Two traps: (1+k)−2 is not 1+k−2, and (1+k)2 is not 1+k2; with the second one, the k never factors out and the simplification stalls.
Points are earned before the solution; after it, you can keep practising.
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Exercise 2: The slope of a tangent, estimated by secants that close in on the point
10 answers to check
The tangent line to a curve at a point P is the limit of the secant lines PQ as Q slides toward P. When the slope of the tangent cannot yet be computed exactly, it is ESTIMATED: compute the slopes of secants PQ for Q closer and closer to P, on BOTH sides, and read the number they settle on. Your scientific calculator does the arithmetic; the reasoning is yours.
The figure shows y=2x, the point P(1,2) and two secants, PQ1 with Q1(2,4) and PQ2 with Q2(1.5,21.5). The exact slope of the tangent at P needs a rule of chapter 3.8; here it is estimated only. Give every slope to 4 decimals.
a) Compute the slope of the secant PQ when Q has abscissa 2, 1.5, 1.1, 1.01 and 1.001.
b) Same question when Q has abscissa 0.9, 0.99 and 0.999. Why can Q not simply be taken at abscissa 1?
c) Estimate the slope m of the tangent at P to 2 decimals. Explain from the figure why the slopes of a) are all larger than m and those of b) all smaller.
d) Using m≈1.386, write an equation of the tangent at P and give its y-intercept to 2 decimals.
e) Show that for every h=0, h21+h−2=2⋅h2h−1. Deduce, without any new table, an estimate of the slope of the tangent to y=2x at (0,1), to 2 decimals.
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Answers
a)2, 1.6569, 1.4355, 1.3911, 1.3868
b)1.3393, 1.3815, 1.3858; at abscissa 1 the slope is 00, not a number.
c)m≈1.39 (between 1.3858 and 1.3868); the curve bends upward.
d)y=2+1.386(x−1); y-intercept ≈0.61
e)21+h=2⋅2h; slope at (0,1)≈21.386≈0.69
a)
The slope of PQ with Q(1+h,21+h) is h21+h−2. With h=1: 14−2=2. With h=0.5: 0.521.5−2=0.52.828427−2≈1.6569. With h=0.1: 0.12.143547−2≈1.4355. With h=0.01: 0.012.013911−2≈1.3911. With h=0.001: ≈1.3868. Keep all the digits of 21+h in the calculator until the last division: rounding 21.001 to 2.001 before subtracting destroys the estimate, since the difference with 2 is only 0.0014. The figure checks the first two: PQ1 is steeper than PQ2.
b)
Now h is negative, and the formula is unchanged. h=−0.1: −0.120.9−2=−0.11.866066−2≈1.3393. h=−0.01: ≈1.3815. h=−0.001: ≈1.3858. A negative numerator over a negative denominator gives a positive slope, as the rising curve demands. Q cannot be P itself: a secant needs two distinct points, and with h=0 the quotient is 00, which is not a number. This is precisely why the slope of a tangent is a LIMIT, the value the secant slopes approach as h→0 with h=0.
c)
The right-hand slopes decrease, 2, 1.6569, 1.4355, 1.3911, 1.3868; the left-hand slopes increase, 1.3393, 1.3815, 1.3858. Both lists close in on the same number, trapped between 1.3858 and 1.3868, so m≈1.386, that is 1.39 to 2 decimals. The curve y=2x bends upward: a chord to the right of P climbs more steeply than the tangent, a chord to the left climbs less steeply. That is why one side overestimates and the other underestimates, and why an estimate from ONE side only, such as 1.4355 from h=0.1, is off by 0.05 without warning. With both sides you get a bracket, not just a guess.
d)
Point-slope form through P(1,2): y−2=1.386(x−1), so y=1.386x+0.614. The y-intercept is 2−1.386≈0.61. With the rounded slope 1.39 one gets 0.61 as well. A student who forgets the parentheses and writes y=2+1.386x−1 distributes nothing and finds the intercept 1: the point-slope form must be expanded as 1.386x−1.386.
e)
By the law of exponents am+n=aman: 21+h=2⋅2h, so 21+h−2=2⋅2h−2=2(2h−1), after factoring out the common 2. Dividing by h gives the identity. The right side contains h2h−1, which is the slope of the secant from (0,1) to (h,2h). So every secant slope at P is exactly twice the corresponding secant slope at (0,1), and their limits keep that ratio: the slope at (0,1) is about 21.386=0.693, that is 0.69. The classic slip is 21+h=2+2h, which turns a product into a sum and makes the factorization impossible.
Points are earned before the solution; after it, you can keep practising.
For you:
Exercise 3: Limits read on a graph, then combined by the limit laws
12 answers to check
The figure shows two functions on [−3,5]: f in blue and g in orange. A full dot is a point of the graph, an empty dot is a point that is NOT on the graph. The blue graph is a line from (−3,0) to (3,3), except at x=1 where the point (1,2) is missing and f(1)=4; then f(x)=2 for 3<x≤5. The orange graph is the cubic g(x)=40(1−x)2(9−x).
The limit laws (Thomas, Theorem 1 of 2.2): if limx→cf(x)=L and limx→cg(x)=M, both finite, then the limit of f±g, kf, fg and fn is L±M, kL, LM and Ln, and the limit of gf is ML PROVIDED M=0. Each law needs its permit: both limits must exist.
a) Read limx→1f(x), f(1) and limx→−1f(x). Does limx→3f(x) exist?
b) Find limx→1(3f(x)−2g(x)) and limx→1[f(x)]3, naming the laws. Compare the second with [f(1)]3.
c) Find limx→−1g(x)f(x) and limx→1f(x)g(x). Can the quotient law be used for g(x)f(x) as x→1?
d) Find limx→3g(x). Prove that limx→3f(x)g(x) does not exist, using the quotient law.
e) Find limx→1f(x)−g(x)+1[f(x)]2+g(x), checking the permit of each law. What number do you get if you use the values at 1 instead, and why is it wrong?
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Answers
a)limx→1f(x)=2, f(1)=4, limx→−1f(x)=1; no limit at 3 (heights 3 and 2 on the two sides).
b)6 and 8; [f(1)]3=64 is irrelevant.
c)1 and 0; no: limx→1g(x)=0 removes the permit.
d)limx→3g(x)=53; if fg→L then f=gfg→35L, contradiction.
e)34; the values give 516, but a limit never uses f(1).
a)
As x approaches 1, the blue line runs toward the empty dot at height 2: limx→1f(x)=2. The value is the full dot: f(1)=4. The limit reads the curve AROUND 1, the value reads the single isolated dot; they are two different questions. At −1 nothing special happens: f(x)=2x+3 near −1, so the limit is 2−1+3=1. Near 3, the values of f just below 3 are close to 3 (the line ends at the full dot (3,3)), while the values just above 3 all equal 2. The values of f do not approach ONE number, so limx→3f(x) does not exist.
b)
From the figure, limx→1f(x)=2 and limx→1g(x)=g(1)=0, since g is a polynomial; its double root makes the orange curve touch the axis at (1,0). Both limits exist, so the difference and constant multiple laws apply: 3⋅2−2⋅0=6. The power law gives limx→1[f(x)]3=23=8. The value [f(1)]3=43=64 has nothing to do with it: the power law takes the power of the LIMIT, and the limit ignores the full dot at (1,4).
c)
At −1: limf(x)=1 and limg(x)=g(−1)=40(2)2(10)=1=0, so the quotient law has its permit and gives 11=1; on the figure the two graphs cross at (−1,1). At 1: limg(x)=0 and limf(x)=2=0, so the quotient fg tends to 20=0. For gf at 1 the denominator tends to 0: the quotient law has NO permit, and cannot be used. What this quotient does near 1 (it grows without bound, since g is tiny and positive near 1) belongs to the chapter on infinite limits; here the only correct statement is that the law does not apply.
d)
g is a polynomial, so limx→3g(x)=g(3)=40(−2)2(6)=53. The product law cannot be used for fg, since f has no limit at 3. Suppose limx→3f(x)g(x)=L. Near 3, g(x) is close to 53, hence not 0, and f(x)=g(x)f(x)g(x). Both pieces now have limits, L and 53=0, so the quotient law WOULD give limx→3f(x)=35L, a number, contradicting a). So limx→3f(x)g(x) does not exist. The law used backwards is a proof technique: a factor with a nonzero limit cannot rescue a factor that has none.
e)
Denominator first, since it decides the permit: lim(f−g+1)=2−0+1=3=0 by the sum and difference laws. Numerator: lim([f]2+g)=22+0=4 by the power and sum laws. Quotient law: 34. With the values at 1 one would compute 4−0+142+0=516: this is F(1) for the function F of the question, not its limit, because f(1)=4 is not the height the blue curve approaches. Substituting is legitimate only when the function IS its limit at the point, as for polynomials; f is not one of them at x=1.
Points are earned before the solution; after it, you can keep practising.
For you:
Exercise 4: The form 0/0 by factoring: find the common factor, cancel it, substitute
5 answers to check
For a polynomial or a rational function, the limit at c is the value at c whenever the denominator is not 0 there (Thomas, Theorems 2 and 3 of 2.2). When substitution gives 00, that theorem is silent, and the 0 on top and the 0 below say one thing: x−c is a factor of BOTH. Factor, cancel x−c, which is legal because x=c in a limit, and substitute into what remains.
Write the form 00 on your paper before you factor: it is the reason for everything that follows. The algebra is where the marks go: a factoring that forgets a leading coefficient, or a sum of cubes treated as a cube of a sum, gives a wrong number with complete confidence.
a) Evaluate limx→4x2−16x2−2x−8.
b) Evaluate limx→−1x2+3x+2x3+1.
c) Evaluate limx→3x−3x3−2x2−4x+3, using synthetic division.
d) Evaluate limx→2x2−4x3−2x2+3x−6, factoring the numerator by grouping.
e) Evaluate limx→−3x2+3x2x2+5x−3. A student factors the numerator as (x+3)(x−21) and finds 67: find the error.
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Answers
a)43
b)3
c)11
d)47
e)37; the factorization lost the leading coefficient 2: 2x2+5x−3=(2x−1)(x+3).
a)
Substitution: 16−1616−8−8=00, so x−4 divides both. x2−2x−8=(x−4)(x+2), two numbers with product −8 and sum −2, and x2−16=(x−4)(x+4), a difference of squares. For x=4 the quotient is x+4x+2, a rational function whose denominator is 8=0 at 4, so the limit is 86=43. Reduce the fraction at the end; 86 is correct but a marker wants the reduced form.
b)
Substitution: 1−3+2−1+1=00. The numerator is a SUM of cubes, a3+b3=(a+b)(a2−ab+b2): x3+1=(x+1)(x2−x+1). The denominator is (x+1)(x+2). For x=−1 the quotient is x+2x2−x+1, which gives 11+1+1=3. Writing x3+1=(x+1)3 is false: at x=1 the left side is 2 and the right side 8. Test a factorization at one simple value before cancelling; it takes five seconds.
c)
Substitution: 27−18−12+3=0 on top and 0 below, the form 00. By the factor theorem, x−3 divides the cubic. Synthetic division by 3 on the coefficients 1,−2,−4,3: bring down 1; 1⋅3−2=1; 1⋅3−4=−1; −1⋅3+3=0, the remainder, as expected. So x3−2x2−4x+3=(x−3)(x2+x−1), and for x=3 the quotient is x2+x−1, a polynomial: the limit is 9+3−1=11. A remainder that is not 0 means an arithmetic slip in the division, never a quotient that has no limit.
d)
Substitution: 8−8+6−6=0 over 4−4=0. Group the numerator in pairs: x3−2x2+3x−6=x2(x−2)+3(x−2)=(x−2)(x2+3). The common factor x−2 appears only because the two pairs were chosen so that their brackets match. The denominator is (x−2)(x+2). For x=2 the quotient is x+2x2+3, which gives 47. Grouping is the fastest route when the coefficients come in proportional pairs, here 1:−2 and 3:−6.
e)
Substitution: 18−15−3=0 over 9−9=0. The numerator vanishes at −3, so x+3 is a factor, and matching the leading coefficient 2 gives 2x2+5x−3=(2x−1)(x+3); expanding checks it: 2x2+6x−x−3. The denominator is x(x+3). For x=−3, the quotient is x2x−1, which gives −3−7=37. The student's product (x+3)(x−21)=x2+25x−23 is HALF the numerator: the roots are right, but a quadratic with leading coefficient a factors as a(x−r1)(x−r2), and the lost 2 halves the answer. Expanding before cancelling catches it.
Points are earned before the solution; after it, you can keep practising.
For you:
Exercise 5: Conjugates, fractions inside fractions and negative exponents: the algebra of 0/0
5 answers to check
Two more rewritings remove a 00. With a square root, multiply numerator AND denominator by the conjugate: (A−B)(A+B)=A−B2 removes the root. With fractions inside a fraction, bring the small fractions to a common denominator first, then divide, that is multiply by the reciprocal. A negative exponent is a fraction in disguise: x−1=x1, x−1/2=x1; rewrite it BEFORE anything else.
In every part, write the form, name the rewriting, cancel the factor using x=c, then substitute. Every answer is an exact fraction.
a) Evaluate limx→2x−23x−2−2.
b) Evaluate limx→3x+6−3x+1−2, where both numerator and denominator carry a root.
c) Evaluate limx→−2x+2x−1+21.
d) Evaluate limx→0x1(3−x1−31).
e) Evaluate limx→4x−4x−1/2−21.
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Answers
a)43
b)23
c)−41
d)91
e)−161
a)
Substitution: 04−2=00. Multiply top and bottom by the conjugate 3x−2+2: the numerator becomes (3x−2)−4=3x−6=3(x−2). So for x=2, (x−2)(3x−2+2)3(x−2)=3x−2+23, and by the root and quotient laws the limit is 2+23=43. The factor 3 is where the marks go: 3x−6 must be written 3(x−2) before anything cancels, and the frequent slip is to lose the 3 and answer 41. Multiplying the numerator alone by the conjugate is the other one: it changes the value of the expression.
b)
Substitution: 3−32−2=00. Two roots, two conjugates. Multiply top and bottom by (x+1+2)(x+6+3). The numerator becomes (x+1−4)(x+6+3)=(x−3)(x+6+3), the denominator (x+6−9)(x+1+2)=(x−3)(x+1+2). For x=3 the quotient is x+1+2x+6+3, which tends to 46=23. Notice that each conjugate ends up on the OPPOSITE side from the root it removed: that is the sign that the multiplication was done on both sides, as it must be.
c)
Substitution: 0−21+21=00. First rewrite the negative exponent: x−1=x1, not −x. Common denominator: x1+21=2x2+x. Dividing by x+2 is multiplying by x+21: for x=−2, 2x(x+2)x+2=2x1. The limit is 2(−2)1=−41. With x−1=−x the numerator becomes −x+21, which does not even vanish at −2: the form is lost and every mark with it.
d)
Substitution in the bracket: 31−31=0, times 01, so the expression is not even defined at 0; combine before thinking. Common denominator 3(3−x): 3−x1−31=3(3−x)3−(3−x)=3(3−x)x. The parentheses around 3−x are the whole difficulty: 3−3−x gives −x and the wrong sign. Multiplying by x1, for x=0: 3(3−x)1, which tends to 91.
e)
Substitution: 021−21=00. Rewrite x−1/2=x1, then combine: x1−21=2x2−x. The denominator x−4 is a difference of squares in x: x−4=(x−2)(x+2), valid for x≥0. And 2−x=−(x−2). So for x=4 the expression is 2x(x−2)(x+2)−(x−2)=−2x(x+2)1, which tends to −2⋅2⋅41=−161. Three algebraic gestures in one line: the exponent rewritten, the common denominator, the factor turned around with its minus sign.
Points are earned before the solution; after it, you can keep practising.
For you:
Part B: problems and reasoning (/50)
Exercise 6: The Sandwich Theorem: two bounds that meet at the point
9 answers to check
Sandwich Theorem (Thomas, Theorem 4 of 2.2): if g(x)≤f(x)≤h(x) for all x in an open interval containing c, except possibly at c, and limx→cg(x)=limx→ch(x)=L, then limx→cf(x)=L. It reaches the limits that no factoring can: a factor that keeps oscillating, or a function known only through inequalities. The two bounds must have the SAME limit, or the theorem says nothing.
The figure shows y=2+sin(1/x)x2 (solid) between the dashed curves y=3x2 and y=x2.
a) Given that −∣θ∣≤sinθ≤∣θ∣ and 0≤1−cosθ≤∣θ∣ for every θ (in radians), prove that limθ→0sinθ=0 and limθ→0cosθ=1. Why is −θ≤sinθ≤θ not a valid starting point?
b) Prove that limx→02+sin(1/x)x2=0, starting from the bounds of sin(1/x).
c) A function f satisfies 2−x2≤f(x)≤2cosx for all x. Find limx→0f(x).
d) A function g satisfies ∣g(x)−5∣≤3(x−1)2 for all x. Find limx→1g(x), and the value g(1).
e) Prove that if ∣u(x)∣≤M for all x=0, then limx→0xu(x)=0. Apply it to limx→0x(3sinx1−4cosx1), giving a suitable M.
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Answers
a)±∣θ∣→0 squeeze sinθ→0; 0≤1−cosθ≤∣θ∣ gives 1−cosθ→0, so cosθ→1. For θ<0, −θ≤sinθ≤θ is false.
b)3x2≤2+sin(1/x)x2≤x2, both bounds →0: the limit is 0.
c)2
d)limx→1g(x)=5 and g(1)=5
e)−M∣x∣≤xu(x)≤M∣x∣; with M=7 the limit is 0.
a)
The bounds −∣θ∣ and ∣θ∣ both tend to 0 as θ→0, so the Sandwich Theorem gives limθ→0sinθ=0. Likewise 0≤1−cosθ≤∣θ∣ with both bounds tending to 0 gives limθ→0(1−cosθ)=0; then cosθ=1−(1−cosθ), and the difference law gives limθ→0cosθ=1−0=1. The chain −θ≤sinθ≤θ is FALSE for θ<0: at θ=−1 it claims 1≤sin(−1)≤−1, and the upper bound is below the lower one. The absolute values are there precisely to keep the bounds in the right order on both sides of 0.
b)
For every x=0, −1≤sinx1≤1, so 1≤2+sinx1≤3: the denominator stays positive and never exceeds 3. Taking reciprocals of positive numbers REVERSES the inequalities: 31≤2+sin(1/x)1≤1. Multiplying by x2≥0 keeps them: 3x2≤2+sin(1/x)x2≤x2. Both bounds tend to 0, so the limit is 0 by the Sandwich Theorem. The figure is the picture of this chain: the curve wiggles between the two dashed parabolas, which meet at the origin. The quotient law is useless here, since limsinx1 does not exist; the reversal of the inequalities when taking reciprocals is the algebraic step that costs marks.
c)
By direct substitution, limx→0(2−x2)=2. By a) and the constant multiple law, limx→02cosx=2⋅1=2. The bounds share the limit 2, and the inequality holds for all x, so limx→0f(x)=2. The hypothesis is not contradictory: 2−x2≤2cosx amounts to cosx≥1−2x2, a true inequality whose proof comes later in the course. On a graph, the two bounds are almost indistinguishable near 0: they touch at (0,2), and f is squeezed into the thin gap between them.
d)
∣g(x)−5∣≤3(x−1)2 means −3(x−1)2≤g(x)−5≤3(x−1)2, that is 5−3(x−1)2≤g(x)≤5+3(x−1)2. Both bounds are polynomials with value 5 at x=1, so both limits are 5 and the Sandwich Theorem gives limx→1g(x)=5. Since the inequality also holds AT x=1, it gives ∣g(1)−5∣≤0, so g(1)=5. The limit did not need that second fact; it only used x=1. Opening an absolute value inequality ∣A∣≤B into −B≤A≤B is the algebraic step every sandwich of this kind starts with.
e)
For x=0, ∣xu(x)∣=∣x∣∣u(x)∣≤M∣x∣, so −M∣x∣≤xu(x)≤M∣x∣. Both bounds tend to 0 as x→0, so limx→0xu(x)=0. For u(x)=3sinx1−4cosx1, the triangle inequality gives ∣u(x)∣≤3sinx1+4cosx1≤3+4=7, so M=7 works and the limit is 0. Any valid bound gives the same conclusion; the best one happens to be 5, but proving it needs more trigonometry than the question requires. The sandwich never needs the SHARPEST bound, only a bound that is true for every x=0.
Points are earned before the solution; after it, you can keep practising.
For you:
Exercise 7: When the calculator table lies: estimating a limit, then deciding it by algebra
10 answers to check
A table of values computed at x closer and closer to c SUGGESTS a limit; it never proves one. Two things can go wrong: the calculator rounds, and a difference of two nearly equal numbers loses its digits; or the sample points are badly chosen and hide what the function does between them. The algebra of the limit laws decides.
Your calculator is scientific: it evaluates, it does not compute limits. Give table values to 6 decimals unless stated otherwise.
a) Let F(x)=x2x2+100−10. Compute F(±1), F(±0.5) and F(±0.1), and guess limx→0F(x).
b) Find limx→0F(x) exactly, by algebra.
c) A calculator that keeps 10 significant digits returns F(0.0001)=0. Explain where this 0 comes from, and say which of 0 and the answer to b) is the limit.
d) Let G(x)=cosxπ. Compute G(0.1), G(0.01) and G(0.001). A student concludes that limx→0G(x)=1. Compute G(31), G(51), G(1011), and decide.
e) Let H(x)=x−1x10−1. Compute H(1.01) and H(0.99) to 2 decimals, then find limx→1H(x) exactly by factoring x10−1.
Both F(x) and F(−x) contain only x2, so the table is symmetric. F(1)=101−10≈0.049876; F(0.5)=0.25100.25−10≈0.049969; F(0.1)=0.01100.01−10≈0.049999. The values climb toward 0.05, and the natural guess is limx→0F(x)=0.05. At this stage it is only a guess: substitution gives 00, and no finite table can see what happens at every x near 0.
b)
Substitution: 010−10=00. Multiply top and bottom by the conjugate x2+100+10: the numerator becomes (x2+100)−100=x2. For x=0, F(x)=x2(x2+100+10)x2=x2+100+101. By the root, sum and quotient laws, limx→0F(x)=10+101=201=0.05. The guess of a) was right, and now it is proved.
c)
At x=0.0001, x2=10−8 and x2+100=100.00000001, whose root is 10.0000000005 to the digits that matter. Written with 10 significant digits, that is 10.00000000: the last digits, the only ones that carry the difference, are lost. The subtraction then gives exactly 0, and F(0.0001)=10−80=0. This is round-off, a failure of the machine, not a property of F: the exact value of F(0.0001) is 100.00000001+101, extremely close to 0.05. The limit is 201. A table that suddenly jumps to 0 as x shrinks is a signal to stop the table and do the algebra.
d)
G(0.1)=cos(10π)=1, G(0.01)=cos(100π)=1, G(0.001)=cos(1000π)=1, since the cosine of an even multiple of π is 1. But G(31)=cos3π=−1, G(51)=cos5π=−1 and G(1011)=cos101π=−1. Arbitrarily close to 0, the function takes the value 1 at x=2k1 and the value −1 at x=2k+11: its values do not approach a single number, so limx→0G(x) does not exist. The student's sample points 10−n were all of the first kind: a table only sees the points you choose.
e)
H(1.01)=0.011.0110−1≈10.46 and H(0.99)=−0.010.9910−1≈9.56: the limit seems to be about 10. To decide it, factor: x10−1=(x−1)(x9+x8+⋯+x+1), which can be checked by expanding, since all the middle terms cancel in pairs. For x=1, H(x)=x9+x8+⋯+x+1, a polynomial with ten terms, each equal to 1 at x=1: limx→1H(x)=10. The same factorization gives limx→1x−1xn−1=n for every positive integer n.
Points are earned before the solution; after it, you can keep practising.
For you:
Exercise 8: Five statements to correct
9 answers to check
Each statement below was written by a student on a MATH 203 assignment, and each is false. Say what is wrong, give a counterexample or a numerical check, and write the correct statement. Three of the five are algebra, not calculus: that is where the marks of this chapter go.
a) If substitution gives 00, the limit does not exist.
b) The average rate of change of f on [a,b] is the average of f(a) and f(b).
c) x+16=x+4, so limx→0xx+16−4=limx→0xx.
d) If limx→c[f(x)]2=9, then limx→cf(x)=3.
e) x−1−3−1=(x−3)−1, so x−3x−1−3−1=(x−3)21 and there is no limit at 3.
Show the solution
Answers
a)False: x2−16x2−2x−8→43 at 4. The form 00 is an order to rewrite.
b)False: for x1 on [2,5] the rate is −101, the average of the values 0.35. The rate is b−af(b)−f(a).
c)False: 25=5=3+4. With the conjugate the limit is 81.
e)False: at x=1, 32=−21. x−1−3−1=3x3−x and the limit is −91.
a)
FALSE. x2−16x2−2x−8 gives 00 at x=4, and its limit is 43 (Exercise 4 a). The form 00 is not a verdict: it says that the theorem on rational functions cannot be used YET, because numerator and denominator share the factor x−4. Correct statement: if substitution gives 00, rewrite (factor, conjugate, common denominator), cancel the common factor using x=c, and substitute again. The limit may then be a number, or it may fail to exist, but the form alone never decides.
b)
FALSE. For g(x)=x1 on [2,5], the average of the values is 221+51=0.35, a height, while the average rate of change is 5−251−21=−101, a slope (Exercise 1 d). They do not even have the same sign: the function decreases, its values are positive. Correct statement: the average rate of change of f on [a,b] is b−af(b)−f(a), the slope of the secant through (a,f(a)) and (b,f(b)). A rate is a CHANGE divided by a change, never a sum.
c)
FALSE. The square root does not distribute over a sum: at x=9, 9+16=5 while 9+4=7. The correct route is the conjugate: for x=0, xx+16−4=x(x+16+4)(x+16)−16=x+16+41, which tends to 81. The student's false identity turned a quotient with limit 81 into x1, which is not even defined for x<0. Correct statement: a+b=a+b in general; ab=ab holds for a,b≥0.
d)
FALSE. The constant function f(x)=−3 satisfies [f(x)]2=9, so lim[f(x)]2=9, but limf(x)=−3. Worse, a function that equals 3 for x>c and −3 for x<c has [f(x)]2=9 near c and no limit at all. Squaring erases the sign, and the sign cannot be recovered. Correct statement: by the root law, limx→c[f(x)]2=9, and since u2=∣u∣, this says limx→c∣f(x)∣=3. If moreover f(x)≥0 near c, then limx→cf(x)=3.
e)
FALSE. At x=1: 1−1−3−1=1−31=32, while (1−3)−1=−21. A negative exponent is a reciprocal, and the reciprocal of a difference is not the difference of the reciprocals. Correct computation: x−1−3−1=x1−31=3x3−x, so for x=3, x−3x−1−3−1=3x(x−3)−(x−3)=−3x1, and the limit at 3 is −91. The student's identity manufactured a limit that does not exist out of one that does.
Points are earned before the solution; after it, you can keep practising.
For you:
Exercise 9: A growing culture: average rates on a table, and the rate at one instant
10 answers to check
A biologist counts the cells of a yeast culture every two hours. P(t) is the population in thousands of cells per millilitre, t the time in hours since the start. The measurements, plotted in the figure, are: P(0)=10, P(2)=18, P(4)=31, P(6)=48, P(8)=65, P(10)=79, P(12)=88.
An average rate of change here is in thousands of cells per millilitre PER HOUR. The rate at the instant t=6 cannot be read from a table directly: it is estimated by the slopes of secants PQ with P(6,48) and Q another point of the table, as in Thomas 2.1. The dashed line of the figure is the secant from P to Q(10,79).
a) Compute the average rate of change of P on [0,12] and on [4,8], with units.
b) Compute the slope of the secant PQ for Q at t=0,2,4,8,10,12. Which slopes give the best estimate of the rate of growth at t=6, and what is that estimate?
c) Compute the six average rates on the two-hour intervals [0,2],[2,4],…,[10,12]. On which intervals is growth fastest? Show that the average of the six rates equals the rate on [0,12], and explain why this is no coincidence.
d) The biologist fits the model P(t)=1+9e−0.35t100 to the data. Using the model, compute the slopes of the secants on [6,6.01] and on [5.99,6] with your calculator, and estimate the rate of growth at t=6 to 2 decimals.
e) A lab report states: on [10,12] the rate is only 4.5, so the population is decreasing at the end. Is the population decreasing? What IS decreasing?
Show the solution
Answers
a)6.5 and 8.5 thousand cells per mL per hour
b)6.33, 7.5, 8.5, 8.5, 7.75, 6.67; the closest secants give about 8.5 thousand cells per mL per hour.
c)4, 6.5, 8.5, 8.5, 7, 4.5; fastest on [4,6] and [6,8]; mean 639=6.5, a telescoping sum.
d)≈8.73 thousand cells per mL per hour
e)No, it is still increasing; its RATE of growth is decreasing.
a)
On [0,12]: 12−0P(12)−P(0)=1288−10=6.5 thousand cells per mL per hour. On [4,8]: 8−465−31=434=8.5 thousand cells per mL per hour. The units are those of P divided by those of t; a rate without its per hour is a number without meaning, and on a MATH 203 paper it loses the unit mark.
b)
Slope of PQ is t−6P(t)−48. Q at 0: −610−48≈6.33. At 2: −4−30=7.5. At 4: −2−17=8.5. At 8: 217=8.5. At 10: 431=7.75, the slope of the dashed line. At 12: 640≈6.67. The secants whose Q is CLOSEST to P, at t=4 and t=8, are the best approximations of the tangent, and they agree: the rate of growth at t=6 is about 8.5 thousand cells per mL per hour. Far secants, like the one to t=0, average over a long stretch where the culture was still small, and underestimate. Note the minus signs on the left: a negative change over a negative time step gives a positive slope, as the rising data require.
c)
The six rates: 218−10=4, 231−18=6.5, 248−31=8.5, 265−48=8.5, 279−65=7, 288−79=4.5. Growth is fastest on [4,6] and [6,8], around t=6, which is consistent with b). Their average is 64+6.5+8.5+8.5+7+4.5=639=6.5, the rate of a). It is no coincidence: the sum of the six numerators (P(2)−P(0))+(P(4)−P(2))+⋯+(P(12)−P(10)) telescopes to P(12)−P(0), and the six denominators are all equal to 2, so the mean is 6⋅2P(12)−P(0). With intervals of unequal lengths this would fail.
d)
With the model, the calculator gives P(6)≈47.5713, P(6.01)≈47.6586 and P(5.99)≈47.4840. The secant slopes are 0.01P(6.01)−P(6)≈8.730 and 0.01P(6)−P(5.99)≈8.729. Both round to 8.73: the rate of growth at t=6 is about 8.73 thousand cells per mL per hour. The table's 8.5 is lower because its secants span two hours and its counts are rounded to the thousand. Keep every digit of P(6.01) and P(6) in memory: rounding them to 2 decimals before subtracting leaves a difference of 0.09 and a slope of 9, a digit-loss error, not a calculus one.
e)
No. On [10,12] the rate is 4.5>0, so the population still INCREASES, from 79 to 88 thousand cells per mL. What decreases is the RATE: 8.5, then 7, then 4.5 per hour. The population grows more and more slowly, which is what a culture running out of nutrients does. Confusing the sign of the rate with the change of the rate is the classic error of this kind of question: a positive rate means increasing, a decreasing positive rate means increasing more slowly.
Points are earned before the solution; after it, you can keep practising.
For you:
Exercise 10: A final exam problem: a tool tossed up on the Moon, its velocity from average velocities
10 answers to check
An astronaut on the Moon tosses a tool straight up. Its height above the release point after t seconds is y(t)=12t−0.8t2 metres, until it comes back to the hand. The figure shows the graph of y and the secant through A(4,y(4)) and B(5,y(5)).
The average velocity on [a,b] is b−ay(b)−y(a), the slope of a secant. The velocity at the instant a is the limit of the average velocity on [a,a+h] as h→0. No formula of kinematics is allowed: every velocity comes from a secant or from that limit. Upward is positive.
a) When does the tool come back to the hand? Find its average velocity over the whole flight, and over [0,7.5].
b) Compute the average velocity on [4,4+h] for h=1, 0.1, 0.01, −0.01 and −0.1, and estimate the velocity at t=4.
c) Show that for h=0 the average velocity on [4,4+h] equals 5.6−0.8h, and deduce the velocity at t=4 with the limit laws.
d) Show that the average velocity on [a,a+h] is 12−1.6a−0.8h, and deduce the velocity at any instant a. Find the velocity at t=7.5 and at t=10, and say what each tells you.
e) A classmate argues: the average velocity over the whole flight is 0, so the tool was never moving. Correct this, and find the velocity with which the tool comes back to the hand.
Show the solution
Answers
a)At t=15 s; average velocity 0 m/s over the flight, 6 m/s over [0,7.5].
b)4.8, 5.52, 5.592, 5.608, 5.68 m/s; velocity at t=4 about 5.6 m/s.
c)hy(4+h)−y(4)=h5.6h−0.8h2=5.6−0.8h→5.6 m/s
d)v(a)=12−1.6a; v(7.5)=0 (top of the flight), v(10)=−4 m/s (falling).
e)Zero average velocity only means it returned to its start; it comes back at v(15)=−12 m/s.
a)
y(t)=0 when t(12−0.8t)=0, that is t=0 or t=0.812=15: the tool is back at the hand after 15 s. Over [0,15] the average velocity is 15y(15)−y(0)=150−0=0 m/s. Over [0,7.5]: y(7.5)=90−45=45 m, so the average velocity is 7.545=6 m/s. The factoring of 12t−0.8t2 is the algebra here; dividing by t instead would lose the root t=0, harmless here but a habit that costs marks elsewhere.
b)
y(4)=48−12.8=35.2. With h=1: y(5)=60−20=40, so 140−35.2=4.8 m/s, the slope of the secant AB of the figure. With h=0.1: y(4.1)=49.2−13.448=35.752, and 0.10.552=5.52. With h=0.01: 5.592. With h=−0.01: 5.608. With h=−0.1: y(3.9)=46.8−12.168=34.632, and −0.134.632−35.2=5.68. The values on both sides close in on 5.6: the velocity at t=4 is about 5.6 m/s. The right-hand values are below it and the left-hand values above, because the tool is slowing down on its way up.
c)
Expand, do not substitute numbers: y(4+h)=12(4+h)−0.8(4+h)2=48+12h−0.8(16+8h+h2)=35.2+5.6h−0.8h2. So y(4+h)−y(4)=5.6h−0.8h2=h(5.6−0.8h), and for h=0 the factor h cancels: the average velocity is 5.6−0.8h. At h=0 the quotient itself is 00; the simplified form is a polynomial in h, whose limit as h→0 is its value: 5.6 m/s. The trap is (4+h)2=16+h2, which drops the 8h and gives a velocity of 12 m/s at t=4, the launch speed, obviously wrong for a tool that is slowing down.
d)
Same algebra with a letter: y(a+h)−y(a)=12h−0.8((a+h)2−a2)=12h−0.8(2ah+h2)=h(12−1.6a−0.8h). For h=0 the average velocity on [a,a+h] is 12−1.6a−0.8h, which tends to v(a)=12−1.6a as h→0. Check: v(4)=12−6.4=5.6, as in c). At t=7.5: v=12−12=0, the tool is momentarily at rest at the top of its flight, the peak of the graph where the tangent is horizontal. At t=10: v=12−16=−4 m/s; the minus sign says the tool is coming DOWN at 4 m/s.
e)
The average velocity over [0,15] is 0 because the displacement is 0: the tool ends where it started. That says nothing about the motion in between: it rose 45 m and fell 45 m, and its velocity was 0 only at the single instant t=7.5. By d), it returns to the hand with v(15)=12−24=−12 m/s, the launch speed, downward. An average velocity is the slope of ONE secant; the velocity at each instant is the slope of the tangent there, and the two can be very different.
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