Basis Lab

Logarithms, Growth and Scale

Multiplication Becomes Addition

Last timeThe Question a Logarithm Answers

Three rules turn products into sums, quotients into differences and powers into multiples. All three are exponent rules wearing a disguise, and deriving them once is cheaper than remembering them.

Logarithms are useful out of all proportion to their definition, and the

reason is one property: they convert multiplication, which is hard, into

addition, which is not.

That property is not an extra fact bolted onto the definition. It falls

straight out of it, in about two lines, and this lesson does the derivation

once so that the three rules never have to be remembered as rules.

FIG 1The three rules, in one place
the base, the same throughout. Every rule here requires both logs to be in the same base, which is the one condition people drop
the quantities being combined. Both have to be positive, since otherwise their logs do not exist, and the rule would be relating things that are not there
any number at all, including negative and fractional ones. The third rule does not require k to be a whole number, which is what makes it so widely useful
an identity in the sense of the previous course: true for every admissible value of the letters, not an equation to be solved
Three rules, and that is the complete list. Each one can be read in either direction and both directions get used: left to right breaks a complicated argument into simple pieces, right to left collects a sprawling sum back into something compact. The requirement that the base is the same throughout is the condition most often violated in practice, usually when one log came from a textbook in base two and another from a library function in base e.

Where the first rule comes from

Recall from the previous course that multiplying two powers of the same base

adds the exponents, because the copies of the base are just being gathered into

one pile. Recall from the previous lesson that a logarithm is an exponent.

Put those two sentences together and the product rule is forced.

FIG 2Deriving the product rule in four lines
steplinewhat it sayswhy it is allowed
11let p be the log of x, and q be the log of ya definition, naming the two exponents we care about
22then b to the p is x, and b to the q is yline one rewritten as powers, which is the double arrow of the previous lesson
33so x times y equals b to the p times b to the qsubstitution: replacing each quantity by what it equals
44which is b to the p plus qthe exponent rule for multiplication, which is where all of this comes from
55so the log of x times y is p plus qline four read back as a log statement, using the double arrow again
66which is the log of x plus the log of ysubstituting back the names from line one
6 steps
Nothing in this derivation is specific to multiplication, which is why the other two rules come out of the same six lines with one word changed. Replace the exponent rule in line four by the one for division and the quotient rule falls out; replace it by the one for raising a power to a power and the third rule falls out. That is why these are not three things to memorise but one thing seen from three angles, and why a reader who has done the derivation once can rebuild any of them when memory fails.

The third rule is the one that matters

The first two are conveniences. The third is a tool, because it is the only

thing in mathematics that reaches an exponent.

Consider the question the first lesson could only answer by counting: a

quantity multiplies by rr each step, and we want the number of steps tt until

it has grown by a factor FF. The equation is r t=Fr^{\,t} = F, and tt is

unreachable. It cannot be divided out, subtracted off or rooted away, because

it is not a thing being multiplied; it is the count of how many times.

Take the log of both sides. The power rule brings tt down in front, where it

is an ordinary factor:

The lesson stops here

4 more paragraphs to go

You have read the opening. The rest of the argument, the problems that check whether it landed, and the lines worth keeping at the end all come with a plan.

The first lesson of every course in the library reads the whole way through, free, so you can see exactly what the rest of them are.

See the planThe contents

This is the reading half

Starting the course gives you your own copy of it. Every idea on every page has problems standing under it, marked with a reason rather than a tick, and any sentence you do not believe can be opened and argued with. None of that can happen on a page nobody owns.

The contents

The rest of this course

  1. 01Growing by Multiplying
  2. 02The Question a Logarithm Answersopening only
  3. 03Multiplication Becomes Additionyou are here
  4. 04Two, Ten, and the Awkward Oneopening only
  5. 05A Chart With a Squashed Axisopening only
  6. 06Why Every Score Is a Log Probabilityopening only
  7. 07What Decays, and How Fastopening only
  8. 08Thinking in Orders of Magnitudeopening only

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