Basis Lab

Logarithms, Growth and Scale

The Question a Logarithm Answers

Last timeGrowing by Multiplying

A logarithm is the exponent you needed, and nothing else. Reading every log expression back as that question is the whole technique, and it removes the need to remember any rule.

The previous lesson left a question hanging. A quantity multiplies by a factor

each step, and we want to know how many steps until it reaches some amount.

Counting works, and counting does not scale: it cannot be put in a formula, it

cannot be solved for anything, and it gives no insight into how the answer

depends on the factor.

What is needed is the inverse question. Powers go one way: here is a base, here

is how many times to multiply it by itself, what do you get. The logarithm goes

the other way: here is a base, here is what we got, how many times was it

multiplied.

That is the entire definition. Everything else in this lesson is that sentence

applied in various places.

FIG 1The same fact, written twice
the base: the number being multiplied by itself repeatedly. It has to be positive and not one, since one multiplied by itself is always one and the question would have no answer
the exponent: how many times. This is the thing the logarithm hands back, so if you want to know what a log is, it is this
what you got. It has to be positive, because no exponent of a positive base ever produces nought or a negative number
the double arrow of the previous course: each side implies the other, so these are two spellings of one fact rather than two facts
Everything in this course comes out of reading this line in the right direction for the situation. Going left to right converts a question about an exponent into a quantity that can be computed. Going right to left turns a log expression back into a statement about powers, which is usually the move that makes an unfamiliar formula readable. The double arrow is doing real work: there is no new content on the right, only a different arrangement of the knowns and the unknown.

Reading one aloud

The symbol is an operation in appearance only. It is better read as a phrase,

and the phrase is: the exponent that turns the base into this.

Once an expression is read that way it often answers itself. The log of a

thousand to base ten is the exponent that turns ten into a thousand, which is

three, and no calculator was involved. The log of thirty two to base two is the

exponent that turns two into thirty two, which is five, counted on fingers.

FIG 2Six expressions, read as questions
stepas writtenread aloud as a questionthe answer, and why
1log base 2 of 8what exponent turns 2 into 83, because 2 times 2 times 2 is 8
2log base 10 of 1000000what exponent turns 10 into a million6, because a million is 1 followed by six noughts
3log base 2 of 1what exponent turns 2 into 10, because leaving the base alone is what a nought exponent means
4log base 2 of 0.25what exponent turns 2 into a quarterminus 2, because shrinking needs a negative exponent
5log base 10 of 0what exponent turns 10 into noughtthere is none, which is why this expression is undefined
6log base 2 of 10what exponent turns 2 into 10between 3 and 4, since 2 cubed is 8 and 2 to the 4th is 16; about 3.32
6 steps
The last row is the only one that needs a machine, and even there the reading narrows it to a single unit before any computing starts. That bracketing habit is worth keeping: a log can almost always be placed between two whole numbers by naming the two powers of the base that straddle the argument, and for most practical purposes the bracket is the answer. The fifth row is the one that causes real trouble in code, and the fourth is the one that surprises people, both for the same reason: they are asking about exponents, where going below one means going below nought.

A log appearing inside a larger formula is read exactly the same way. If a

paper writes the negative of the log of a probability, the reading is: take the

exponent that turns the base into that probability, which is negative because

probabilities are below one, and flip the sign so it is positive. Having read

it, you have a quantity, and quantities can be added, compared and minimised

without any further thought about where they came from.

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 Answersyou are here
  3. 03Multiplication Becomes Additionopening only
  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

Read alongside