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Logs, powers or exponentials: which grows fastest as x → ∞?

As x→∞, x grows faster than lnx, and so does every positive power of x, even x0.01; every power of x, in turn, loses to ex. That one ranking settles limits such as x3ex→0 and lnxx→0 at a glance, and L'Hospital's rule proves it when a question asks for more than a glance.

The ranking

As x→∞, logarithms, powers and exponentials all grow without bound, but at wildly different speeds. For any powers p>0 and q>0:

(lnx)q ≪ xp ≪ ex.

Read f≪g as "g grows faster than f", and that has a precise meaning:

limx→∞f(x)g(x)=0.

Some values make the gaps concrete:

  • At x=10: lnx≈2.3, x≈3.2, x2=100, ex≈22000.
  • At x=100: lnx≈4.6, x=10, x2=10000, ex≈2.7×1043.
  • At x=1000: lnx≈6.9, x≈31.6, x2=1000000, ex≈2×10434.

The ranking ignores everything except the class. The power p can be tiny, the power q on the logarithm can be huge, a coefficient can be a million, and the order does not change: even x0.01 eventually passes (lnx)100. Exponentials in another base behave the same way, because ax=exlna and lna>0 whenever a>1.

Inside one class

  • Powers: the higher power wins. x3 beats x2, since x2x3=1x→0.
  • Exponentials: the faster rate wins, by a whole exponential factor. e2x beats ex, since exe2x=e−x→0.
  • Logarithms: a power inside the logarithm only changes a constant, because ln(x5)=5lnx. So ln(x5) and lnx grow at the same rate, and their quotient is simply 5.

Reading a limit at a glance

For a quotient, find the fastest-growing term in the numerator and in the denominator, and compare only those two.

  • The numerator's term is faster: the quotient grows without bound, as in exx100→∞.
  • The denominator's term is faster: the quotient tends to 0, as in x3ex→0 and lnxx→0.
  • The same term dominates both: the limit is the ratio of its two coefficients. Worked example 2 below is one of these.

This is the move you already use on rational functions, where you compare the highest powers. Here "highest power" becomes "fastest class".

Proving it when a glance is not enough

The ranking is a theorem, and L'Hospital's rule proves it: each comparison is an ∞∞ form, and the rule can be applied as often as the form returns. It also asks two things that every quotient below satisfies: the derivative of the bottom is never 0 for large x, and the new quotient has a limit, a number or ∞. Each chain below ends on a limit that exists, and that is what justifies every step before it.

Worked example 1: x3ex→0

  1. Both x3 and ex grow without bound, so x3ex has the form ∞∞. Differentiate top and bottom: 3x2ex.
  2. Still ∞∞. Again: 6xex.
  3. Still ∞∞. Again: 6ex.
  4. The numerator is now fixed and the denominator grows without bound, so limx→∞x3ex=limx→∞6ex=0.

Each application lowers the power by one and leaves ex exactly as it was, because ex is its own derivative. For any whole-number power n, the power is gone after n steps. For a power that is not a whole number, compare it with the next whole number up: for x≥1,

0<x2.5ex≤x3ex,

and the Squeeze Theorem finishes the job.

Logarithms against powers

Here one application is enough, for any p>0. The quotient lnxxp has the form ∞∞, and differentiating top and bottom gives

1/xpxp−1=1pxp ⟶ 0,

so lnxxp→0 as well.

A substitution shows why the two comparisons are really one. Put x=et, so that lnx=t, and t→∞ as x→∞:

(lnx)qxp=tqept.

A logarithm against a power is a power against an exponential in disguise, so the first half of the ranking follows from the second.

Worked example 2: a quotient of sums

limx→∞2ex+x5ex+x

At a glance, ex dominates the top and the bottom, so the limit is the ratio of its coefficients, 2. To justify that, divide every term by ex:

2ex+x5ex+x=2+x5ex1+xex ⟶ 2+01+0=2,

because x5ex→0 and xex→0, both by the ranking.

"Eventually" is part of the statement

The common mistake: judging the ranking from a few values. The ranking describes what happens for every sufficiently large x, and "sufficiently large" can be very large indeed. x3 is bigger than ex for every x between about 1.86 and 4.54, and only after that does the exponential pull ahead for good. x10 is ahead of ex from about x=1.1 all the way to x≈35.8, and lnx is bigger than x0.1 from about x=3 to about x=3.4×1015. A table that stops at x=100 can point the wrong way. The limit decides, not the table.

1 2 3 4 5 50 100 150 x y x ≈ 1.86 x ≈ 4.54 y = ex y = x³
y=ex and y=x3. The cubic is ahead between the crossings at x≈1.86 and x≈4.54; after the second one the exponential leads, and the gap only widens.

Check your understanding

No calculator. Easiest first; questions 5 and 6 ask you to judge an argument, and 7 and 8 ask for a proof.

  1. Put these in order, from slowest-growing to fastest-growing as x→∞: x0.2, ex/10, (lnx)3, x5.
  2. Evaluate limx→∞x81.1x.
  3. Evaluate limx→∞ln(x8)x3.
  4. Evaluate limx→∞5x2+exx6+4ex.
  5. True or false, with a reason: "At x=100, x100 is far bigger than ex, so x100 grows faster than ex."
  6. Find the error: a student says that limx→∞x2e−x=0 "because the exponential always wins".
  7. Prove that limx→∞(lnx)2x=0, checking the form before each step.
  8. For large x, which is bigger: xlnx or ex? Write both as powers of e, and use question 7.
Show the answers
  1. (lnx)3, then x0.2, then x5, then ex/10. Any power of a logarithm loses to any positive power of x, the higher power beats the lower one, and an exponential with a positive rate, even 110, beats every power.
  2. 0. 1.1x=exln1.1 is an exponential with the positive rate ln1.1, so it beats x8, however slowly it starts.
  3. 0. ln(x8)=8lnx is still a logarithm, and x3=x1/3 is a positive power, which grows faster.
  4. 14. ex dominates the top and the bottom; dividing every term by it gives 5x2/ex+1x6/ex+4→0+10+4.
  5. False. The first half is true: x100=10200 at x=100, while e100<3100<10100. But growing faster is about the limit, and x100ex→0. ex overtakes x100 at about x=647 and stays ahead from then on.
  6. e−x tends to 0; it does not grow at all, so the ranking says nothing about it. In fact x2e−x=x2ex, which grows without bound. The ranking compares functions that grow, so an exponential ekx counts only when k>0.
  7. The form is ∞∞. One application gives 2lnx·1x1=2lnxx, still ∞∞; a second gives 2/x1=2x→0. Substituting x=et works too: it turns the quotient into t2et, which tends to 0.
  8. ex. Since x=elnx, xlnx=e(lnx)2, so compare the exponents (lnx)2 and x. By question 7, x−(lnx)2=x(1−(lnx)2x), a factor growing without bound times a factor tending to 1, so it tends to ∞, and exxlnx=ex−(lnx)2→∞.

Practise it

The free CEGEP Calculus I Limits with Trig, Exponential and Log Functions worksheet has limits at infinity with exponentials, logarithms and arctangent, where dividing by the dominant term starts. The proofs above use L'Hospital's rule, which comes later in Calculus I and has its own free Indeterminate Forms and L'Hospital's Rule worksheet.

Want one-on-one help with this? I offer CEGEP Science calculus and linear algebra tutoring in Montreal, in person or online. Sessions start with a short written diagnostic, and a written recap goes to whoever books after every session.

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