Concept

Fair division

The problem of splitting one resource among people who value its parts differently, judged against a property the split must have. The properties usually asked for are proportionality and envy-freeness, and the difficulty is that they are not the same requirement.

Named by 12 essays across 3 fields — each of them below, with the objects they name alongside it.

One cake, one halving cut at 4/9, and two measures of it. A cake as a bar with two step valuations above and below it, the cutter's halving cut marked, and a table of both people's exact value of each piece.

One cuts and the other chooses

The oldest rule in fair division promises each of two people at least half the cake by their own measure, and it keeps that promise exactly. It does not promise what the word "fair" is usually asked to carry, and the gap opens the moment the two measures disagree across the cut.

applied · Fair division
Three people, a trimmed piece, and the nine comparisons that settle it. The four stages of the Selfridge–Conway division drawn along a cake, with the full three-by-three matrix of each person's value of each share.

Three people and a trimmed piece

For two people, one cut and one choice deliver a division nobody would swap out of. For three, the same promise costs a trimming, a residue and a choosing order contrived so that an advantage once given cannot be taken back — and the verdict is not three numbers but a whole three-by-three matrix.

applied · Fair division
Every allocation of 3 indivisible items, and not one of them envy-free. A value matrix for indivisible goods with the round-robin allocation shaded, the exhaustive counts of envy-free and EF1 allocations, and a control matrix on which envy-free allocations do exist.

Envy-free, up to one item

A cake can be cut anywhere, and every guarantee about fair cutting was bought with that freedom. Take the knife away and the exhaustive search over every allocation of three objects returns nothing envy-free at all — so the subject weakened the word until taking turns was enough to reach it.

applied · Fair division
One line, and both shapes halved. Two shapes and the single straight cut that divides each of them into two equal areas. The direction was found by sweeping every angle and watching the imbalance change sign.

One line that halves them both

Two shapes lying anywhere on a page, of any sizes and any shapes at all. There is always a single straight line that cuts both of them into two equal halves at once — and finding it needs no cleverness, only the observation that a quantity which reverses sign has to pass through zero.

topology · Borsuk ulam
A three-coloured triangulation, and the walk that finds a rainbow triangle. A triangle cut into 36 smaller ones, its corners coloured under Sperner's rule. The 9 small triangles carrying all three colours are shaded, and a path enters through a door on one edge and ends inside one of them.

Three colours force a triangle

Cut a triangle into small ones and colour the corners under one restriction. However the cutting and the colouring are done, some small triangle ends up with all three colours — and the number of them is always odd.

discrete · Fixed points
A necklace of 4 orange, 4 blue, 2 green beads, shared fairly with 3 cuts. A row of coloured beads cut at marked places into pieces, each piece labelled with the thief who receives it, so that both thieves get half of every colour.

As many cuts as colours

Two thieves steal a necklace and want half of every colour of bead each. However the beads are strung, they never need more cuts than there are colours — three cuts for three colours, four for four — and sometimes they need every one. The guarantee is the Borsuk–Ulam theorem again, with a point on a sphere read as a way of cutting the necklace, and every necklace of several small kinds has been checked against it.

topology · Borsuk ulam
Even and Paz's halving, for 4 people. The recursive halving procedure run on a cake valued differently by 4 people: each round's marks and cuts, and the final pieces, each worth at least a 1/4 share to its owner. 8 marks are made.

How many cuts a fair share costs

Every person can be guaranteed a share of a cake worth at least one n-th by their own measure, and the oldest rule that does it asks about n²/2 questions. Splitting the people into halves and the cake at a median mark asks about n log n — and a theorem says nothing can ask fewer. Fairness has a price, and it can be counted.

applied · Fair division
Maximising the product of two people's values. The frontier of value pairs from dividing 4 goods between two people, with the points maximising the product, the sum and the smaller value. The product's maximum is (65.0, 54.2) and is envy-free.

The product that makes a division fair

Divide goods to make the total happiness as large as possible and the result can be monstrously unfair; make the least happy person as happy as possible and it can waste. Multiply the people's values together and maximise the product instead, and something unexpected happens — nobody envies anybody when goods can be split, and nobody envies by more than one item when they cannot.

applied · Fair division
Envy-free up to one item, and up to any: three people, five items. A value matrix for three people, five items with two allocations beneath it: one envy-free up to one item but not up to any, and one envy-free; the counts over all 243 allocations beside it.

Envy that any single item would cure

Envy-free up to one item lets a person's envy be excused if removing the envied bundle's best item would cure it. The stronger standard asks that removing any item would — even the one that person values least. Every allocation of three people's items can be searched, and an allocation meeting the stronger standard was there every time; for two people cut and choose finds one, for three it took until 2020 to prove, and for four nobody knows.

applied · Fair division
Dividing a rent of 90 three ways, on a 9-step grid. A triangle of possible rent splits, triangulated into 81 small triangles, with each grid point coloured by the room its housemate would pick; 3 small triangles have all three rooms.

A rent nobody envies

Three housemates, three rooms that are not alike, one rent. Every way of splitting the rent is a point of a triangle; ask, at each point of a fine grid, which room one housemate would take at those prices, taking turns so that each small triangle has one corner for each of them. Sperner's lemma then promises a small triangle where all three would choose different rooms — and as the grid is refined, the envy at that triangle shrinks to nothing.

applied · Fair division
Four equal quarters of an L-shaped plate. An L-shaped plate cut by two perpendicular halving lines at 48.8 degrees into four pieces of equal area.

Four equal quarters with two lines

Any flat shape, however lopsided, can be cut into four pieces of equal area by two perpendicular straight lines. The proof turns the pair of lines like the hands of a clock: the area in one quadrant, minus a quarter, reverses its sign every quarter-turn, so somewhere it is zero. The same kind of argument cuts a solid into eight equal pieces with three planes. It stops working in five dimensions, where some masses cannot be cut into thirty-two equal pieces by five hyperplanes — and in four, nobody knows.

topology · Borsuk ulam
Every envy-free way to split one rent among three rooms. A triangle of rent splits of 90 with the envy-free hexagon (corners 30, 30, 30; 46.7, 21.7, 21.7; 50, 25, 15; 45, 35, 10; 35, 40, 15; 28.3, 33.3, 28.3) and the maximin, equal and grid splits marked.

A rent nobody envies is not one rent

Three housemates, three rooms, one rent, and Sperner's lemma promises a split nobody envies. It does not promise one split. For housemates who judge rooms by value for money, the envy-free splits fill a polygon, and in a typical house some room's rent can move across a quarter of the total without anyone envying anyone. Choosing inside it is a second decision. The rule the rent-splitting websites use makes the worst-off housemate as well off as possible, and in almost every house it rewards a housemate who understates what the rooms are worth.

applied · Fair division

Named alongside it

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

Envy-freenessValuation measureDivide and chooseExistence proofIntermediate value theoremProportionalityCounting argumentFixed pointIndivisible goodsAntipodal pairBrouwerComplexity

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