Concept

Binary

Notation in which every number is written with two digits only, each place worth twice the one to its right. It is the notation in which a number's digits record which powers of two it is built from, one for each place.

Named by 10 essays across 6 fields — each of them below, with the objects they name alongside it.

Elementary cellular automaton, rule 90. A row of cells evolving downward, each cell decided by the three above it.

Eight rules and a triangle

A row of cells, each one deciding its next state from the three above it. Eight cases, one bit of output each — a rule that fits in a byte, and 256 of them in total. One of those bytes draws Pascal's triangle.

dynamics · Cellular automata
A closed walk on the 3-cube changing one place at a time. The corners of a 3-dimensional cube with a path through every one of them exactly once, each step moving along an edge, and the last corner one step from the first.

A walk that changes one thing at a time

Counting from nothing to fifteen in binary changes four digits at once somewhere in the middle. There is another order through the same sixteen words in which every step changes exactly one — and it is a closed walk on a four-dimensional cube.

discrete · Hamiltonian cycles
The share that provably comes down. The proportion of starting values that fall below their own start within k steps, plotted against k up to 12. The proportion rises towards one; at the largest k drawn it is 0.94.

Almost every number comes down

The Collatz conjecture is open and a great deal about it is not. Whether a number falls below its own start in the first few steps is decided entirely by its remainder on division by a power of two, and the share of numbers for which it happens can be counted exactly.

dynamics · Collatz
Every positive rational, in one sequence. The first 32 terms of Stern's diatomic sequence as bars, with the ratios of consecutive terms beneath. Every ratio is in lowest terms, no two agree, and each term counts the hyperbinary representations of its index.

Every rational in one sequence

The tree lists every positive fraction once and needs a tree to do it. One recursion on the whole numbers lists them in a single row — and each term of it counts something nobody was asking about, which is why the enumeration works.

number · Stern brocot
Minkowski's question-mark function. The graph of Minkowski's function ?(x) on the unit interval: continuous and increasing, sending each Stern–Brocot fraction to the binary fraction in the same position. It sends √2 − 1 to 2/5 and φ − 1 to 2/3.

The function that sends fractions to binary

The Stern–Brocot tree and the tree of binary fractions have exactly the same shape, so there is a function that sends each fraction to the binary fraction in the same position. It is continuous and increasing, it turns every quadratic irrational into an ordinary fraction, and it does all of its rising on a set of numbers so thin that at almost every point its slope is nought.

number · Stern brocot
Fair bits from a biased coin. 44 flips of a coin biased 0.7 towards 1, read in 22 pairs. Mixed pairs are kept and give their first bit; matched pairs are discarded. Over a long run the output is 50.2% ones, at 0.210 output bits per flip.

Fair bits from an unfair coin

Read a biased coin's flips in pairs, keep 01 as 0 and 10 as 1, and throw away the rest: the output is exactly fair, whatever the bias, and nobody needs to know the bias. The trick wastes most of the coin, the waste can be recycled almost up to the ceiling Shannon's entropy sets — and it fails quietly the moment the flips remember each other.

computation · Pseudorandomness
The 1,344 tours of the 4-cube, by how often each place changes. A bar for each pattern of change counts among all closed walks through the 4-cube, with the number of tours having it; the reflected code's pattern and the perfectly even one are marked.

Every place changes back

A closed walk through every corner of a cube changes one place at each step, and each place, having changed, must change back before the walk returns home. So every place changes an even number of times — which is why no walk on three places can share the work evenly, why perfect sharing is possible only when the number of places is a power of two, and what sorts the 1,344 walks on the 4-cube into exactly four kinds.

discrete · Hamiltonian cycles
A periodic point and a wandering one, both near 0.3, parted by step 4. The distance between the orbit of a periodic point and the orbit of a point from a dense orbit, both starting in the same small interval, plotted against the step until the wandering orbit nears the point farthest from the periodic one.

Sensitivity comes free

The standard definition of chaos asks for three things: an orbit that goes everywhere, periodic orbits everywhere, and sensitive dependence on the starting point. The third, the one the word chaos is usually taken to mean, turns out to follow from the other two. A periodic point and a wandering point that start side by side must eventually part, because the wanderer has to visit places the periodic orbit never goes.

dynamics · Sensitive dependence
1 + 2 + 4 + … in two notions of size. Two sets of points against the number of terms up to 20 on an axis whose gridlines are powers of 2: the partial sums' ordinary size rising, their 2-adic distance from −1 falling.

A series that converges to minus one

1 + 2 + 4 + 8 + … runs off to infinity, and yet the formula for a geometric series says it should equal 1/(1 − 2) = −1. Measure size by how many factors of 2 a number has, instead of how large it is, and powers of 2 become small: the series converges, and to exactly −1. The same change of ruler explains why every repeating decimal is a fraction, and why repeating binary digits running off to the left are fractions too.

analysis · Geometric series
Addition as a machine with two states. Two-state carry automaton over columns (x, y, z): from carry 0 staying on 000 011 101, to carry 1 on 110; from carry 1 staying on 010 100 111, back on 001.

A machine that carries one bit

Write three numbers in base two, one above another, and read the columns from the right. Whether the bottom number is the sum of the top two can be checked with one bit of memory — the carry. That two-state machine is the whole of addition, and machines can be combined, negated and made to guess a missing number. So every sentence about whole numbers built from addition can be decided by building a machine for it, and the same machines can also handle 'x is a power of two', which addition alone cannot say.

logic · Quantifiers

Named alongside it

The objects these essays reach for when they reach for this one.

ParityRecursionBijectionCounting argumentCounting two waysGray codeHamming distanceHypercubeIterationModular arithmeticSelf-similarityStern brocot tree

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