ME2–ME5, ME10 - Logarithms, natural logs and their laws

ME2–ME5, ME10 - Logarithms, natural logs and their laws

Read a logarithm as an exponent and sketch it as the inverse of an exponential. Derive and apply the logarithm laws, including fractional and negative powers, while keeping every argument inside its real domain.

From exponents to logarithms

How can the positive number 8 have a negative logarithm? In base one half, three negative powers are exactly what is needed: (1/2)−3=8(1/2)^{-3}=8. A logarithm records an exponent, not the sign of the input.

You already know

Positive-base exponentials other than base 1 are one-to-one. The laws a0=1a^0=1, a−r=1/ara^{-r}=1/a^r and a1/2=aa^{1/2}=\sqrt a let you recognise exact powers.

Writing the exponent in a new notation makes inverse questions much shorter.

Logarithm

For a>0a>0, a≠1a\ne1, and x>0x>0,

x=ay⟺y=log⁡ax.x=a^y\quad\Longleftrightarrow\quad y=\log_a x.

The logarithm's argument is xx; its value is the exponent yy. For example, 72=497^2=49 means log⁡749=2\log_7 49=2.

Base 1 is excluded because it cannot identify a unique exponent. Non-positive bases fail to define a real exponential for every real exponent. The argument of a real logarithm must be positive; its value need not be.

Logarithms of one and the base

For a valid base a>0a>0, a≠1a\ne1,

log⁡a1=0,log⁡aa=1.\log_a1=0,\qquad\log_a a=1.

These follow from a0=1a^0=1 and a1=aa^1=a.

Not in the formula sheet: learn it.

The base stays fixed when you convert between forms.

Worked example 1: a reciprocal base

Question. Evaluate log⁡1/28\log_{1/2}8, and state the equivalent index equation.

Plan. Express 8 as a power of one half.

8=23=(1/2)−3reciprocal baselog⁡1/28=−3read the exponent\begin{aligned} 8&=2^3=(1/2)^{-3} &&\text{reciprocal base}\\ \log_{1/2}8&=-3 &&\text{read the exponent} \end{aligned}

Why this step? A negative exponent reverses the reciprocal base, producing an output greater than 1.

Answer. −3-3, equivalent to (1/2)−3=8(1/2)^{-3}=8.

Check. (1/2)3=1/8(1/2)^3=1/8, so its reciprocal is indeed 8.

Change only the argument to its reciprocal; this reverses the exponent's sign.

Worked example 2: a reciprocal argument

Question. Evaluate log⁡1/2(1/8)\log_{1/2}(1/8), and state the equivalent index equation.

Plan. Recognise the positive power of one half.

18=(1/2)3three factorslog⁡1/2(1/8)=3read the exponent\begin{aligned} \tfrac18&=(1/2)^3 &&\text{three factors}\\ \log_{1/2}(1/8)&=3 &&\text{read the exponent} \end{aligned}

Why this step? With a base below 1, a positive exponent gives a positive output below 1.

Answer. 3, equivalent to (1/2)3=1/8(1/2)^3=1/8.

Check. The product of the two arguments is 1, and the two exponents add to zero.

Fractional values are allowed too: log⁡93=1/2\log_9 3=1/2. A logarithm is not restricted to integer exponents.

Watch out

log⁡a1=0\log_a1=0, but log⁡a0\log_a0 is undefined in the real numbers. “The logarithm is negative” and “the logarithm has a negative argument” describe different things.

Use another reciprocal base and a zero exponent.

Inverse functions and logarithmic graphs

Reflecting an exponential in y=xy=x swaps every point's coordinates and gives the corresponding logarithm.

For every valid base, alog⁡ax=xa^{\log_a x}=x for x>0x>0, and log⁡a(au)=u\log_a(a^u)=u for real uu. Thus (p,q)(p,q) on y=axy=a^x becomes (q,p)(q,p) on y=log⁡axy=\log_a x. These inverse identities are not supplied on the formula sheet.

Natural logarithm

The natural logarithm is ln⁡x=log⁡ex\ln x=\log_{\mathrm e}x, inverse to ex\mathrm e^x. Its domain is (0,∞)(0,\infty), its range is R\mathbb R, its horizontal-axis intercept is (1,0)(1,0), and its vertical asymptote is x=0x=0.

The natural logarithm increases, becoming less steep. It has no vertical-axis intercept. Towards 0+0^+, its value decreases without bound; towards infinity, it increases without bound, so there is no horizontal asymptote.

Natural inverse relationships

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

In particular, ln⁡e=1\ln\mathrm e=1, ln⁡1=0\ln1=0, ln⁡(e−3)=−3\ln(\mathrm e^{-3})=-3, and eln⁡7=7\mathrm e^{\ln7}=7.

Not in the formula sheet: learn it.

A huge input can have a modest logarithm: ln⁡(e1000)=1000\ln(\mathrm e^{1000})=1000 exactly. No enormous decimal expansion is needed to undo the exponential.

Natural exponential and natural logarithm reflected in y=x

For other bases, retain the same positive-input domain but inspect the direction of the exponential being inverted.

Worked example 3: an increasing logarithm

Question. Determine three points, the domain, range and asymptote of y=log⁡2xy=\log_2 x.

Plan. Swap the coordinates of the points of y=2xy=2^x at inputs −1,0,1-1,0,1.

(−1,1/2),(0,1),(1,2)↦(1/2,−1),(1,0),(2,1)inverse point mappingrange (0,∞)↦domain (0,∞)exchange rolesy=0↦x=0reflect asymptote\begin{aligned} (-1,1/2),(0,1),(1,2)&\mapsto(1/2,-1),(1,0),(2,1) &&\text{inverse point mapping}\\ \text{range }(0,\infty)&\mapsto\text{domain }(0,\infty) &&\text{exchange roles}\\ y=0&\mapsto x=0 &&\text{reflect asymptote} \end{aligned}

Why this step? Inversion exchanges all inputs and outputs, not only the intercept.

Answer. The three displayed points, domain x>0x>0, range R\mathbb R, and asymptote x=0x=0. The curve increases.

Check. 2−1=1/22^{-1}=1/2, confirming that log⁡2(1/2)=−1\log_2(1/2)=-1.

Change only the base to its reciprocal.

Worked example 4: a decreasing logarithm

Question. Determine the corresponding features of y=log⁡1/2xy=\log_{1/2}x.

Plan. Invert the decreasing exponential instead.

(−1,2),(0,1),(1,1/2)↦(2,−1),(1,0),(1/2,1)swap coordinates(1/2)u=2−uopposite exponents\begin{aligned} (-1,2),(0,1),(1,1/2)&\mapsto(2,-1),(1,0),(1/2,1) &&\text{swap coordinates}\\ (1/2)^u&=2^{-u} &&\text{opposite exponents} \end{aligned}

Why this step? Taking a reciprocal base reverses each exponent needed for the same output.

Answer. Points (1/2,1),(1,0),(2,−1)(1/2,1),(1,0),(2,-1), domain x>0x>0, range R\mathbb R, asymptote x=0x=0, and decreasing direction.

Check. At x=2x=2, the logarithm is −1-1, as (1/2)−1=2(1/2)^{-1}=2.

The graph goes down because the base is below 1, not because its arguments are negative.

Reciprocal bases give increasing and decreasing logarithms

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