Concept

Pigeonhole principle

The observation that putting more things than boxes into the boxes forces two of the things to share one. It is the shortest existence argument in mathematics, and the skill in using it is entirely in the choice of boxes.

Named by 17 essays across 8 fields — each of them below, with the objects they name alongside it.

13 into 12. 13 items spread as evenly as 12 boxes allow. Even at their most even, some box holds 2, because 13 is more than 12 × 1.

More things than boxes

If there are more objects than containers, some container holds two. That is the entire principle, it is impossible to disagree with, and it settles questions that look nothing like it.

discrete · Pigeonhole
Six people, and the trio that cannot be avoided. The fifteen pairs among six people, coloured at random. Whatever the colouring, three people are all mutual acquaintances or all mutual strangers — here 1, 2, 5.

Six people at a party

Among any six people, three are mutual acquaintances or three are mutual strangers. Five is not enough, and the arrangement that saves five is a pentagon. Beyond that the numbers become unknowable.

discrete · Ramsey theory
8 multiples of φ in 7 boxes. The fractional parts of the first multiples of a number, dropped into equal boxes along the unit interval.

How close a fraction can get

Drop eight points into seven boxes and two of them share. That one line, applied to the multiples of an irrational number, proves that every irrational has infinitely many astonishingly good rational approximations — and no construction is needed anywhere.

number · Pigeonhole
Hamilton's method on 27 seats and 5 regions. A worksheet of populations, exact quotas, floors, remainders and the seats Hamilton's method awards to 5 regions.

The seat that vanishes when the house grows

Twenty-seven whole seats have to be divided between five regions whose exact shares are 15.417, 7.209, 1.755, 1.431 and 1.188. Every rule for rounding those five numbers breaks something, and the instance drawn here breaks all three of the classical ways at once.

applied · Apportionment
A matching that covers all 5 of one side. A bipartite graph with every possible pairing drawn thin and one complete matching drawn thick, so that each vertex on the left is joined to a distinct vertex on the right.

One bottleneck and nothing else

A set of jobs can be filled by distinct people unless some group of jobs has too few candidates between them — and that single obstruction is the only one there is, which is what makes the theorem worth having.

discrete · Halls theorem
17 points coloured by whether their difference is a square. 17 points on a circle with every pair joined, coloured by whether the difference of their labels is a square modulo 17; the largest set of points all joined by one colour has 3 members.

Eighteen people, and the seventeen that escape

Among any eighteen people, four are mutual acquaintances or four are mutual strangers. Seventeen can be arranged so that neither happens, and the arrangement is not a lucky find — it is a rule about squares.

discrete · Ramsey theory
A sequence of 3² with no climb and no fall longer than 3. 10 terms plotted in order, each labelled with the longest climb and the longest fall ending at it; the first 9 keep both counters at 3 or below and the last one cannot.

The sequence that cannot avoid a staircase

Any ten numbers in a row contain four that climb or four that fall. The proof gives every term a pair of counters, notices that no two terms can share a pair, and is finished — with a bound that is exactly right.

discrete · Ramsey theory
A lattice of determinant 3, and the ellipse that must hold a point. A lattice with the parallelogram its basis spans, an ellipse centred at the origin, and the nearest non-zero lattice point it contains.

One point in every big enough shape

A determinant measures a lattice, not the basis that happened to describe it — and that measurement is an exchange rate. Any symmetric convex region with more than four times that area has to swallow a lattice point.

algebra · Determinant
The first 60 powers of (3 + 4i)/5. The powers of (3 + 4i)/5 marked on the unit circle, each a further turn by the same angle, with the power that comes closest to returning to 1 marked.

On the circle and never home

Every root of unity lies on the unit circle, and so does the point (3 + 4i)/5 — yet no power of it ever returns to 1. A root of a whole-number polynomial of degree ten does the same. What forces a point home is a condition on the numbers its polynomial ties it to, and how far one of them may stray is a question open since 1933.

algebra · Roots of unity
sin(2πkx) for k up to 10, and the largest gap between every pair. Members of the sequence sin 2πkx drawn on one pair of axes, beside a table of the largest vertical gap between every two members, none of which is less than one.

The subsequence that has to exist

Every bounded list of numbers has a part that settles down. A bounded list of functions need not: the waves sin 2πkx never come within 1.76 of one another. One extra condition — that no member may change faster than a bound they all share — restores the guarantee, and it is the reason a differential equation with a continuous rule has a solution at all.

analysis · Uniform convergence
A failed search on four clauses, read as a resolution refutation. A binary search tree branching on variables, each branch ending at a clause the partial assignment makes false, with every branch point labelled by the resolvent of the clauses below it, the top label being the empty clause.

A failed search is a proof

Search for an assignment by branching on variables and backing up whenever a clause turns false. If every branch fails, the tree the search leaves behind is itself a resolution refutation: write at each branch point the resolvent of the clauses below it, and the top of the tree is the empty clause. So every limit on short refutations is a limit on every such search — and the pigeonhole clauses, whose refutations are long, defeat them all.

logic · Resolution
The states the continued fraction of √61 can be in. A grid of whole-number pairs with the band of reduced states shaded, the pairs that qualify marked, and the cycle of states visited by the expansion of the square root numbered in order.

Why the expansion has to repeat

The continued fraction of √61 runs 7; 1, 4, 3, 1, 2, 2, 1, 3, 4, 1, 14 and then starts again. It must: each step's state is a pair of whole numbers trapped in a small band, and only 14 pairs fit. The expansion of √61 visits 11 of them in a cycle, the other 3 form a cycle of their own, and the period reads the same backwards before its last term, which is twice the first.

number · Pell
The walk x² + 1 modulo 101, drawn as the letter ρ. Starting at 2 and squaring and adding 1 modulo 101, the walk visits 8 values once on a tail and then runs round a cycle of 9 values for ever.

A collision that finds a factor

A walk through the remainders modulo a number must eventually repeat, and it repeats modulo each hidden prime factor long before it repeats modulo the number. Pollard saw that the earlier repeat can be detected without knowing the prime — and that its timing is the birthday problem, so the cost is the square root of the factor.

probability · Birthday problem
How far a filter spreads a generator's output. Bars for bit depths 1 to 8: the ceiling ⌊24/v⌋ outlined, the raw generator's count of evenly spread consecutive outputs (24, 3, 3, 3, 3, 3, 3, 3), and the tempered count (24, 12, 6, 6, 3, 3, 3, 3).

A filter that changes only the spread

The generator most simulations use passes every output through a last scrambling step before anyone sees it. The step is reversible, it changes nothing about the period, and it cannot make the generator any less predictable. What it changes is which patterns of consecutive outputs can occur at all — on a small twisted generator, from half of them to every one.

computation · Pseudorandomness
Eighty-one cards and twenty with no SET among them. A three-by-three arrangement of three-by-three grids covering the eighty-one points of four-dimensional space modulo three, with twenty cells marked that contain no three on a line.

Twenty cards with no set among them

The card game SET is a four-dimensional space over the integers mod 3, and a set is a line in it. Twenty cards can avoid every line and twenty-one cannot — a fact that took a proof in 1970 — while laying cards down at random and stopping when nothing more fits reaches twenty about once in two thousand tries.

computation · Finite fields
The polynomial bound falls exponentially behind the space. A log-scale plot against the dimension of the number of points of the space, the polynomial method's bound on a cap, and the known largest caps: the bound's line is less steep than the space's and pulls away from it.

The polynomial that bounds the caps

For forty years the best bound on a set of SET cards with no set among them shrank only like one over the dimension. In 2016 a two-page argument made it shrink exponentially, and the whole proof is a count of monomials: a table that is diagonal on a cap, one polynomial that describes it, and the fact that three parts of a degree cannot all be large.

computation · Finite fields
Which chains of truth values validate Gödel's disjunctions. A grid of Gödel's pigeonhole formulas in m letters against chains of n truth values, marking which chains validate which formula, forming a staircase where m exceeds n.

No table of truth values is enough

Two truth values decide classical logic. Gödel asked in 1932 whether some longer list of values could decide the constructive system, and answered with a pigeonhole: with n values, some two of n + 1 statements must share one, so a formula saying exactly that holds in every n-valued table and is not a theorem. The chains of truth values then descend forever, and what they share is a logic of its own — the logic of the real interval.

logic · Non classical logic

Named alongside it

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

Counting argumentExistence proofNonconstructiveFinite fieldGraphRamsey numberBasisCap setCollisionComplete graphConjugateContinued fractions

All concepts