Unit 1, lesson 8

Limit Theorems

Direct substitution for polynomials and rational functions, the squeeze theorem, how limits respect inequalities, and the algebra that rescues limits of the form zero over zero.

  • Theory part 15
  • Practice part 16
  • Limits of Functions

Theory, part 15

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Practice, part 16

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The limit laws handle expressions built from pieces with known limits. Two kinds of problem are still out of reach. One is an expression like (x2−4)/(x−2)(x^2 - 4)/(x - 2) at 22, where the bottom goes to 00. The other is something like x2sin⁡(1/x)x^2 \sin (1/x) at 00, where one factor has no limit at all. The theorems here deal with both, and they also make plugging in legitimate when it works.

Key terms

Direct substitution for polynomials and rational functions

Definition If pp is a polynomial, then lim⁡x→ap(x)=p(a)\lim_{x \to a} p(x) = p(a) for every real aa. If r=p/qr = p/q with pp and qq polynomials and q(a)≠0q(a) \neq 0, then

lim⁡x→ar(x)=r(a)=p(a)q(a).\lim_{x \to a} r(x) = r(a) = \frac{p(a)}{q(a)}.

Both statements follow from the limit laws together with lim⁡x→ac=c\lim_{x \to a} c = c and lim⁡x→ax=a\lim_{x \to a} x = a.

In plain words For polynomials, and for rational functions where the denominator is not zero, the limit is just the value. Plug in.

Example The denominator is 5≠05 \neq 0 at x=2x = 2, so plugging in is allowed.

lim⁡x→2x3−2x+1x2+1=8−4+14+1=1.\lim_{x \to 2} \frac{x^3 - 2x + 1}{x^2 + 1} = \frac{8 - 4 + 1}{4 + 1} = 1.

Algebraic cancellation

Definition If f(x)=g(x)f(x) = g(x) for every x≠ax \neq a in some open interval containing aa, and lim⁡x→ag(x)\lim_{x \to a} g(x) exists, then lim⁡x→af(x)\lim_{x \to a} f(x) exists and equals it. For a rational function with p(a)=q(a)=0p(a) = q(a) = 0, the factor x−ax - a divides both pp and qq, and cancelling it gives such a gg.

In plain words When plugging in gives 0/00/0, factor and cancel. The new expression agrees with the old one everywhere except at aa, and that is all a limit looks at.

Example Plugging x=2x = 2 into (x2−5x+6)/(x−2)(x^2 - 5x + 6)/(x - 2) gives 0/00/0. For x≠2x \neq 2 we can factor and cancel,

x2−5x+6x−2=(x−2)(x−3)x−2=x−3,\frac{x^2 - 5x + 6}{x - 2} = \frac{(x - 2)(x - 3)}{x - 2} = x - 3,

so the limit is 2−3=−12 - 3 = -1.

Rationalization

Definition Rationalization multiplies the numerator and the denominator of a quotient by the conjugate A+B\sqrt{A} + \sqrt{B}, which is allowed wherever A+B≠0\sqrt{A} + \sqrt{B} \neq 0, and then uses the identity

(A−B)(A+B)=A−B,A,B≥0.(\sqrt{A} - \sqrt{B})(\sqrt{A} + \sqrt{B}) = A - B, \qquad A, B \ge 0.

The result is an expression equal to the original for x≠ax \neq a near aa, often one where a factor can be cancelled.

In plain words A difference of square roots hides the factor you want to cancel. Multiplying by the conjugate brings it out.

Example For x>−9x > -9 and x≠0x \neq 0,

x+9−3x=(x+9)−9x(x+9+3)=1x+9+3,\frac{\sqrt{x + 9} - 3}{x} = \frac{(x + 9) - 9}{x\left(\sqrt{x + 9} + 3\right)} = \frac{1}{\sqrt{x + 9} + 3},

and the last expression is a continuous function you can plug x=0x = 0 into. So

lim⁡x→0x+9−3x=16.\lim_{x \to 0} \frac{\sqrt{x + 9} - 3}{x} = \frac{1}{6}.

At x=0.01x = 0.01 the original quotient is about 0.166620.16662, close to 1/6≈0.166671/6 \approx 0.16667.

Order and comparison

Definition If f(x)≤g(x)f(x) \le g(x) for every x≠ax \neq a in some open interval containing aa, and both lim⁡x→af(x)\lim_{x \to a} f(x) and lim⁡x→ag(x)\lim_{x \to a} g(x) exist, then

lim⁡x→af(x)≤lim⁡x→ag(x).\lim_{x \to a} f(x) \le \lim_{x \to a} g(x).

A strict inequality f(x)<g(x)f(x) < g(x) near aa still only gives ≤\le for the limits. A related fact is sign preservation. If lim⁡x→af(x)=L>0\lim_{x \to a} f(x) = L > 0, then f(x)>0f(x) > 0 for every x≠ax \neq a in some open interval around aa.

In plain words Limits keep inequalities, but strict ones can turn into equality in the limit.

Example For x≠0x \neq 0 we have x2>0x^2 > 0, yet lim⁡x→0x2=0\lim_{x \to 0} x^2 = 0. So strictness is lost. As an example of the non-strict version, cos⁡x≤1\cos x \le 1 for all xx gives lim⁡x→0cos⁡x≤1\lim_{x \to 0} \cos x \le 1, which matches the actual value 11.

Squeeze theorem

Definition Suppose g(x)≤f(x)≤h(x)g(x) \le f(x) \le h(x) for every x≠ax \neq a in some open interval containing aa, and

lim⁡x→ag(x)=lim⁡x→ah(x)=L.\lim_{x \to a} g(x) = \lim_{x \to a} h(x) = L.

Then lim⁡x→af(x)=L\lim_{x \to a} f(x) = L. Note that ff is not assumed to have a limit. The theorem proves that it does.

In plain words If a function is trapped between two others that head to the same number, it has no choice but to go there too.

Example For x≠0x \neq 0 the value sin⁡(1/x)\sin (1/x) lies between −1-1 and 11. Multiplying by x2≥0x^2 \ge 0 gives

−x2≤x2sin⁡1x≤x2.-x^2 \le x^2 \sin \frac{1}{x} \le x^2.

Both outer functions tend to 00 as x→0x \to 0, so

lim⁡x→0x2sin⁡1x=0.\lim_{x \to 0} x^2 \sin \frac{1}{x} = 0.

Local boundedness

Definition A function gg is bounded near aa if there are numbers δ>0\delta > 0 and KK such that ∣g(x)∣≤K\lvert g(x) \rvert \le K whenever 0<∣x−a∣<δ0 < \lvert x - a \rvert < \delta. If lim⁡x→af(x)=L\lim_{x \to a} f(x) = L exists as a real number, then ff is bounded near aa. Indeed, the definition of the limit with ε=1\varepsilon = 1 gives δ>0\delta > 0 such that 0<∣x−a∣<δ0 < \lvert x - a \rvert < \delta implies

∣f(x)∣≤∣f(x)−L∣+∣L∣<1+∣L∣.\lvert f(x) \rvert \le \lvert f(x) - L \rvert + \lvert L \rvert < 1 + \lvert L \rvert.

The converse is false. A consequence used often is this. If gg is bounded near aa and lim⁡x→af(x)=0\lim_{x \to a} f(x) = 0, then lim⁡x→af(x)g(x)=0\lim_{x \to a} f(x) g(x) = 0. The reason is that 0≤∣f(x)g(x)∣≤K∣f(x)∣0 \le \lvert f(x) g(x) \rvert \le K \lvert f(x) \rvert near aa, and K∣f(x)∣→0K \lvert f(x) \rvert \to 0, so the squeeze theorem gives ∣f(x)g(x)∣→0\lvert f(x) g(x) \rvert \to 0, which is the same as f(x)g(x)→0f(x) g(x) \to 0.

In plain words A function with a limit cannot blow up near the point. And something bounded times something going to zero goes to zero, even when the bounded factor has no limit of its own.

Example The function f(x)=(x2−1)/(x−1)f(x) = (x^2 - 1)/(x - 1) has limit 22 at 11. With δ=1\delta = 1, every xx with 0<∣x−1∣<10 < \lvert x - 1 \rvert < 1 gives f(x)=x+1∈(1,3)f(x) = x + 1 \in (1, 3), so ∣f(x)∣<3=∣2∣+1\lvert f(x) \rvert < 3 = \lvert 2 \rvert + 1. The function sin⁡(1/x)\sin (1/x) shows the converse fails, since it is bounded by 11 but has no limit at 00. Its boundedness is still useful, because x→0x \to 0 and ∣sin⁡(1/x)∣≤1\lvert \sin (1/x) \rvert \le 1 give

lim⁡x→0xsin⁡1x=0.\lim_{x \to 0} x \sin \frac{1}{x} = 0.

Check yourself

  1. Find the limit
lim⁡h→0(2+h)2−4h.\lim_{h \to 0} \frac{(2 + h)^2 - 4}{h}.
Show the answer

For h≠0h \neq 0 the quotient simplifies to

4h+h2h=4+h,\frac{4h + h^2}{h} = 4 + h,

so the limit is 44.

  1. Find the limit
lim⁡x→4x−2x−4.\lim_{x \to 4} \frac{\sqrt{x} - 2}{x - 4}.
Show the answer

Multiply the numerator and the denominator by x+2\sqrt{x} + 2. For x≥0x \ge 0 with x≠4x \neq 4 this gives

x−2x−4=x−4(x−4)(x+2)=1x+2,\frac{\sqrt{x} - 2}{x - 4} = \frac{x - 4}{(x - 4)(\sqrt{x} + 2)} = \frac{1}{\sqrt{x} + 2},

so the limit is 1/(2+2)=1/41/(2 + 2) = 1/4.

  1. Find lim⁡x→0xcos⁡(1/x2)\lim_{x \to 0} x \cos (1/x^2).
Show the answer

Since ∣cos⁡(1/x2)∣≤1\lvert \cos (1/x^2) \rvert \le 1 for x≠0x \neq 0, we have

−∣x∣≤xcos⁡1x2≤∣x∣,-\lvert x \rvert \le x \cos \frac{1}{x^2} \le \lvert x \rvert,

and both bounds tend to 00. By the squeeze theorem the limit is 00.

How this lesson connects

Builds on

It also uses inequalities and factoring.

Used later in