P3 3.1, P3 3.2 - The exponential and natural logarithm

P3 3.1, P3 3.2 - The exponential and natural logarithm

The exponential function always produces a positive value, and its inverse tells us which exponent produced that value. P3 3.1 develops the graph of exe^x and its transformations; P3 3.2 introduces the natural logarithm and uses the inverse relationship to solve equations with careful domain checks.

The function e to x and transformed graphs

Could exe^x ever equal zero or a negative number? It cannot: it is a positive-base exponential, so each of its outputs is positive, even when the exponent is negative.

The exponential function

The number ee is an irrational constant, approximately 2.718282.71828. The exponential function y=exy=e^x uses this fixed base. Its domain is all real numbers, its range is y>0y>0, and it passes through (0,1)(0,1).

Like the positive-base exponentials studied in P2, it obeys the index laws: eu+v=eueve^{u+v}=e^u e^v and e−u=1/eue^{-u}=1/e^u. Since e>1e>1, its graph increases: it tends to zero as xx becomes very negative and grows without bound as xx becomes very positive. The line y=0y=0 is a horizontal asymptote, not part of the curve.

For y=eax+b+cy=e^{ax+b}+c with a≠0a\ne0, the exponential part stays positive, so the domain is all real numbers, range y>cy>c, and horizontal asymptote y=cy=c. The curve increases if a>0a>0 and decreases if a<0a<0. Setting ax+b=0ax+b=0 gives a useful anchor with height 1+c1+c; setting x=0x=0 gives the vertical-axis intercept eb+ce^b+c. If a=0a=0, the expression is the constant eb+ce^b+c, a separate case.

[DIAGRAM: asset_name: Exponential graphs with a horizontal asymptote; asset_slug: exponential-transformations; caption: Changing the sign of x in the exponent reflects the curve in the vertical axis; both ranges remain above minus one.; description: Two accurately plotted curves y equals e to the power 2x minus 2 then minus one and y equals e to the power negative 2x minus 2 then minus one are reflections in the y axis, share intercept e to the power minus two minus one and horizontal asymptote y equals minus one, and cross the x axis at plus one and minus one respectively.]
Changing the sign of x in the exponent reflects the curve in the vertical axis

Worked example 1

Describe y=e2x−2−1y=e^{2x-2}-1, giving domain, range, horizontal asymptote, both axis intercepts and whether it increases or decreases.

Plan. Use positivity for the range, inspect the exponent's coefficient for direction, and substitute at each axis.

The domain is all real xx, and e2x−2>0e^{2x-2}>0, so y>−1y>-1. The asymptote is y=−1y=-1, approached as xx becomes very negative. The coefficient 2>02>0 makes the curve increasing.

x=0⇒y=e−2−1;y=0⇒e2x−2=1=e0⇒2x−2=0⇒x=1.x=0\Rightarrow y=e^{-2}-1; \qquad y=0\Rightarrow e^{2x-2}=1=e^0 \Rightarrow2x-2=0\Rightarrow x=1.

Answer. Domain R\mathbb R; range (−1,∞)(-1,\infty); asymptote y=−1y=-1; intercepts (0,e−2−1)(0,e^{-2}-1) and (1,0)(1,0); increasing.

Check. At x=1x=1, the original expression gives e0−1=0e^0-1=0. At x=0x=0, y≈−0.865y\approx-0.865, above the asymptote.

Change only the sign of the coefficient of xx inside the exponent. This reflects the whole previous curve in the vertical axis.

Worked example 2

Describe y=e−2x−2−1y=e^{-2x-2}-1, giving the same features.

Plan. Retain the positive-exponential range but reverse the direction of change and the horizontal coordinates.

The domain is R\mathbb R, range y>−1y>-1, and asymptote y=−1y=-1, now approached as xx becomes very positive. Since −2<0-2<0, the graph decreases.

x=0⇒y=e−2−1;y=0⇒−2x−2=0⇒x=−1.x=0\Rightarrow y=e^{-2}-1; \qquad y=0\Rightarrow -2x-2=0\Rightarrow x=-1.

Answer. Domain R\mathbb R; range (−1,∞)(-1,\infty); asymptote y=−1y=-1; intercepts (0,e−2−1)(0,e^{-2}-1) and (−1,0)(-1,0); decreasing.

Check. Replacing xx by −x-x in the first example gives this function exactly. The intercept's horizontal coordinate changes sign while the vertical-axis intercept stays fixed.

A shift inside the exponent belongs to the exponent: e2x−2=e−2e2xe^{2x-2}=e^{-2}e^{2x}, whereas e2x−2e^{2x}-2 is a different function.

Natural logarithm as inverse

The equation ex=5e^x=5 has one real solution because exe^x increases through every positive output. The natural logarithm, written ln⁡\ln, names that exponent: x=ln⁡5x=\ln5.

Natural logarithm

y=ln⁡x⟺ey=x(x>0).y=\ln x\quad\Longleftrightarrow\quad e^y=x\qquad(x>0).

Thus ln⁡x=log⁡ex\ln x=\log_e x. The two inverse statements are

ln⁡(eu)=u(u∈R),eln⁡x=x(x>0).\ln(e^u)=u\quad(u\in\mathbb R), \qquad e^{\ln x}=x\quad(x>0).

Reflecting y=exy=e^x in y=xy=x gives y=ln⁡xy=\ln x. The points (0,1),(1,e),(−1,1/e)(0,1),(1,e),(-1,1/e) reflect to (1,0),(e,1),(1/e,−1)(1,0),(e,1),(1/e,-1). Hence logarithm inputs must be positive, but outputs may be positive, zero or negative. Its domain is x>0x>0, range all real numbers, and vertical asymptote x=0x=0. It increases, dropping without bound as a positive input approaches zero.

[DIAGRAM: asset_name: Exponential and logarithm as inverse graphs; asset_slug: exponential-log-inverse; caption: Swapping the coordinates reflects the exponential graph into the natural-log graph.; description: Equal-scale axes show y equals e to x and y equals natural log x reflected in y equals x. Corresponding points zero one and one zero, one e and e one are marked. The positive domain of natural logarithm and the exponential positive range are visible.]
Swapping the coordinates reflects the exponential graph into the natural-log graph.

Natural logarithms obey the P2 log laws, with the same positive-input conditions:

ln⁡(ab)=ln⁡a+ln⁡b,ln⁡(a/b)=ln⁡a−ln⁡b,ln⁡(ar)=rln⁡a(a,b>0).\ln(ab)=\ln a+\ln b,\quad \ln(a/b)=\ln a-\ln b,\quad \ln(a^r)=r\ln a\qquad(a,b>0).

In particular, ln⁡1=0\ln1=0, ln⁡e=1\ln e=1, and ln⁡(er)=r\ln(e^r)=r. A sum inside a logarithm does not split: ln⁡(a+b)\ln(a+b) is generally not ln⁡a+ln⁡b\ln a+\ln b. The booklet supplies exln⁡a=axe^{x\ln a}=a^x for positive aa; it connects another positive base to the natural exponential.

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