Concept

Mex — where it appears

The least non-negative integer not in a set, which is the rule assigning a Grundy value to an impartial position. The rule is forced rather than chosen: any other rule would break the substitution the theorem is about.

Named by 38 essays across 6 fields — each of them below, with the objects they name alongside it.

Every impartial position is a Nim heap. A heap in a subtraction game, its Grundy value, and the Nim heap it is equivalent to. The equivalence is exact: the two positions have the same options up to value, so they behave identically in any sum, which is the Sprague–Grundy theorem.

Every impartial game is a Nim heap

Sprague and Grundy proved, independently and four years apart, that any position in any impartial game is equivalent to a single heap of counters. Not similar to one — equal to one, interchangeable with it inside any larger game.

impartial · Sprague–Grundy
Grundy values for subtraction of 1, 2, 3. The Grundy value of every heap size for a take-away game, computed by the mex rule. A period, if the figure marks one, was found by searching the computed sequence rather than assumed — and where no period is marked, none was found in the range drawn, which is not the same as there being none.

Grundy sequences, and where they stop being predictable

Computing one Grundy value is a mex. Computing all of them produces a sequence, and the sequences do something nobody has fully explained — most of them eventually repeat, some of them take thousands of terms to start, and for a few nobody knows whether they ever do.

impartial · Grundy sequences
The mex, and the rules that cannot replace it. Six candidate rules for the value of an impartial position, each a function of its options' values, run over the same subtraction game. The top strip is the truth. Every candidate but the mex assigns zero to a position somebody wins, or a non-zero value to a position somebody loses, and the circle marks the first heap where each one does it — which is why two people reaching for the same rule four years apart is evidence about the rule rather than about them.

Two people, four years apart, one theorem

Roland Sprague proved it in 1935 and Patrick Michael Grundy proved it in 1939, neither knowing of the other. That looks like coincidence until the alternatives are examined — and the rule they both reached turns out to be the only one that can work at all.

history · Sprague–Grundy
A golden ratio in a table that never mentions it. Grundy values for Wythoff's game, computed by the mex rule alone — a queen moving left, down or diagonally toward the corner, and whoever cannot move loses. The circles are Wythoff's 1907 description of the losing positions, which came thirty years before any of this machinery: the pairs formed from the golden ratio. They land on the zeros exactly. Nothing in the computation knows about φ and nothing in Wythoff's argument knows about Grundy values.

A golden ratio thirty years early

Wythoff described the losing positions of his game in 1907 with an argument about partitions of the integers, and no Grundy value anywhere in it. The theory that arrived thirty years later computes the same positions — and has never produced a closed form for the values, which the older argument had for the zeros from the start.

history · Wythoff's game
The octal game ·137, read out. An octal code is a rule table. The kth digit says what a player may do after taking k tokens from one heap: end that heap, leave one heap, or split the rest into two. Three bits, one digit, and the whole family of take-away games becomes something that can be listed and swept.

Naming a game with a number

An octal code is a rule table compressed into an integer. It turns "which game" into something that can be counted through, which is how the family was swept — and how the games nobody can solve were found.

impartial · Grundy sequences
The Grundy values of ·137, and the exceptions to its period. An octal game's Grundy sequence, with the periodic part in gold and the exceptions in magenta. The exceptions are the point: a sequence described as eventually periodic contains values that disagree with the value one period later and always will, so the period is a statement about a tail and not about the sequence. The rule used to identify an exception is printed, because published lists of them differ by which convention was used.

A chess problem that turned out to be an octal game

Dawson posed it in 1934 as a puzzle about pawns. It is the octal game ·137, its Grundy sequence is eventually periodic with period 34 from heap 52 — and the word doing the work in that sentence is eventually, because five values below the start disagree with their repeats and always will.

history · Dawson
Wythoff's game, and the line the losing squares lie on. A queen moves left, down, or diagonally down-left any distance, and whoever cannot move loses. Every square carries the Grundy value the mex rule gives it. The squares worth nothing — the ones a player wants to hand over — lie along two lines whose slopes are the golden ratio and its reciprocal, in a game with no geometry and no continuous quantity in its rules.

Wythoff's game, and the ratio nobody put there

Two heaps, three kinds of move, and losing positions that lie along a line of irrational slope. Nothing in the rules mentions a ratio, a length or a continuous quantity — and the golden ratio comes out anyway.

impartial · Wythoff's game
Poker Nim from 3, 5, 7, with reserves of 4 and 4. Nim with one extra kind of move: a player may put any number of counters back onto a heap from a private reserve. It looks as though a losing player could stall for ever. They cannot, and the winner is decided by exactly the same nim-sum as ordinary Nim — checked here over every position within a stated range rather than argued.

The move that gives counters back

Poker Nim adds one rule to Nim — a player may put counters back onto a heap from a private reserve. It looks as though a losing player could stall for ever. The winner is decided by exactly the same nim-sum, and the reason is the single most useful idea in the whole reduction apparatus.

impartial · Nim
6 octal games, and which of them settle. Each row is an octal game: its code, the moves it allows, the first two dozen Grundy values, and whether a period was found in the values computed here. Guy and Smith surveyed these by hand in 1956 and conjectured that every finite octal game is eventually periodic. Seventy years and a great deal more arithmetic later, the rows in magenta are the state of that conjecture — not counterexamples, but sequences in which nothing periodic has yet appeared.

The sequence nobody has settled

Guy and Smith surveyed the octal games by hand in 1956 and conjectured that every finite one is eventually periodic. Seventy years and a great deal more arithmetic later, some of them have settled and some have not — and the evidence for the conjecture is entirely that nobody has found a counterexample they were looking for.

history · Periodicity
Turning Turtles: a row of 12 coins. A row of coins, some heads and some tails. A move turns some of them over, and the rightmost coin turned must go from heads to tails — which is what makes the game end. The number under each place is what a lone head there is worth, and the row is worth the exclusive or of the places showing heads.

A row of coins is already a sum

Everywhere else on this site a sum is several positions side by side. In a coin-turning game it is one row — each coin showing heads is a game in its own right, and the row is worth the exclusive or of them. The decomposition is inside a single picture.

impartial · Sprague–Grundy
Grundy values for subtraction of 1, 3, 4. The Grundy value of every heap size for a take-away game, computed by the mex rule. A period, if the figure marks one, was found by searching the computed sequence rather than assumed — and where no period is marked, none was found in the range drawn, which is not the same as there being none.

Take one, three or four

A heap and a list of legal takes. It is the smallest interesting impartial game there is, and the only family in the subject where eventual periodicity is not observed, not conjectured, but guaranteed — with a bound on when it must appear.

impartial · Subtraction
Nim-multiplication below 16, and every field axiom checked. The nim-product, defined by taking the least value the product is not forced to be — the same manoeuvre as the mex rule, applied to a product rather than to a move. The result is that these values are not merely a group under nim-addition but a field: every axiom is checked over the whole table here, including an inverse for every non-zero value, and the sizes at which the axioms fail are reported rather than avoided.

The nimbers multiply

Nim-addition is exclusive-or and everybody meets it first. There is also a multiplication, defined by the same take-the-least-value-not-forced manoeuvre as the mex — and it makes the nimbers below sixteen a field, with every axiom checked here and an inverse for every non-zero value.

impartial · Nim
The cold positions, written in Fibonacci base. The first several cold pairs of Wythoff's game with both heap sizes written in Fibonacci base — as sums of non-consecutive Fibonacci numbers, which every integer has exactly one of. Blue is the smaller heap and red the larger. Read as digits, the pair is a shift: the larger numeral is the smaller one with a zero appended, and the smaller one always ends in an even number of zeros.

The digits say which move wins

Wythoff's cold positions are usually given as a pair of golden-ratio formulas. Written in Fibonacci base they are a statement about digits instead — the smaller heap ends in an even number of zeros and the larger is the same numeral shifted up a place — and a rule about digits answers a question about a heap of a trillion.

applied · Wythoff's game
A grid of coins, and a multiplication table. The Grundy values of a two-dimensional coin-turning game, computed from its own move rules by a mex at every cell. Down the left and across the top are the one-coin values of the two one-dimensional games it is built from. Every cell is the nimber product of its two edge values — the multiplication defined for the nimber field on algebraic grounds — and beside the grid are the three combining rules a reader would try first, each killed on a named cell.

The tartan theorem

The nimbers are a field, with a multiplication defined by a mex-style rule that looks like an algebraist's amusement. Lay two coin-turning games on a grid and the Grundy value of each square is the nimber product of its two coordinates — which is the point at which the multiplication stops being a curiosity and starts computing answers.

impartial · Nim
Top Entails, one heap at a time. Each heap with the outcome of playing it alone, the Grundy value an ordinary solver would give it, and the moves that win from it. Taking the top coin of a heap forces the opponent to answer in that heap, which is a kind of move no other game on this site has.

A move that must be answered

Every argument on this site about sums assumes the parts are independent: a move in one leaves the others alone, and the reply may go anywhere. Top Entails denies it — take the top coin of a heap and the opponent must answer in that heap. The nim-sum then misreads 9 of 36 two-heap positions, and two heaps of two coins are a first-player win, which no impartial game the theory covers can be.

limits · Entailing
Mock Turtles on 8 coins: every lost position. The rows a player to move has already lost, drawn in full. A filled disc is a coin showing heads. The set is closed under turning over every coin two of its members disagree about, which is what makes it a linear code, and the count of heads in the sparsest of them is the fewest coin turns that separate two lost positions.

The losing positions are a code

Turn over one, two or three coins, and the rows a player has already lost turn out to be closed under adding two of them together. That makes them a linear code — and on eight coins it is the extended Hamming code exactly, sixteen words with a weight enumerator of 1 + 14x⁴ + x⁸, produced by a move rule that knows nothing about codes.

impartial · Codes
Subtraction of 1, 3, 4 — and the window that proves the period. The Grundy values of a subtraction game, with the window that certifies the period marked. Everything after the window follows from it by induction, because a value is a mex over values at most one move back — so a finite check settles the whole infinite sequence, and the thousands of further values computed here agree with a claim that was already proved.

Four values, and the sequence is settled for ever

The Grundy values of a subtraction game repeat with period 7, and proving it needs a window of exactly four of them — one for each size of move the game allows. Everything past the window follows by induction. A finite computation has settled a claim about every heap there will ever be.

complexity · Periodicity
Grundy values for subtraction of 2, 5, 7. The Grundy value of every heap size for a take-away game, computed by the mex rule. A period, if the figure marks one, was found by searching the computed sequence rather than assumed — and where no period is marked, none was found in the range drawn, which is not the same as there being none.

The period is small and the proof does not say so

Every subtraction game repeats eventually — that is a theorem, and its proof gives a bound of sixteen thousand for a three-move set. Over 112 sets the longest period measured is twenty-two. The proof and the fact are four orders of magnitude apart, and the rule of thumb that closes the gap is broken by one set in the sweep.

impartial · Subtraction
Moore's Nim with k = 2: the columns, divided by 3. The heap sizes in binary, with each column added as an ordinary sum rather than exclusive-or. In Moore's Nim a move may take from as many as k heaps at once, and the position is lost for the player to move exactly when every column sum is divisible by k + 1. Ordinary Nim is k = 1, where divisible by two means an even number of ones — the same picture with a different divisor.

Taking from several heaps at once

Moore's Nim lets a move take from as many as k heaps at a time, and the losing positions are still read off the binary columns — divisible by k + 1 rather than by two. The rule agrees with exhaustive search over 54,264 positions and never disagrees, and it decides every outcome while supplying no value at all: reading the same columns as a base-3 number gets the Grundy value right on 42 of 330 positions.

impartial · Moores-nim
Cram on 4 by 4: the pairing strategy. Cram is Domineering with the orientations shared: either player may place a domino either way up, so both players have exactly the same moves and the game is impartial. Every position therefore has a Grundy value, and this board's was computed by the mex rule over its own placements.

Cram

Domineering with one word of the rule changed: both players may place a domino either way up. That makes the game impartial, and the entire partizan apparatus collapses into a single Grundy value — on the 4 × 4 board, Domineering's canonical form runs to 114 characters of nested braces and Cram's answer is the one character 0.

impartial · Cram
Generalized Geography. A token on a directed graph. A move slides it along an edge to a vertex not yet visited, and a player who cannot move loses. That is the whole game, and deciding who wins it is as hard as anything decidable in polynomial space — which is the strongest hardness claim anybody makes about a combinatorial game.

A token on a graph

Geography is an impartial game whose position is a vertex and a history, so a ten-vertex graph has ten thousand states rather than ten. Take the arrows off and the same game is decided by a maximum matching — first player wins exactly when every maximum matching covers the start, verified on 41 vertices across eight graphs. One word in the rules separates a polynomial criterion from a PSPACE-complete problem.

impartial · Geography
A pass that may not end the game is not a component at all. The same grouping with the pass forbidden as the final move. Each group now holds several values, and a group with several values is a proof that the parts do not determine the whole.

A pass is not a move

Put a single pass token on a Nim board and one clause decides everything. If it may be taken at any time — including as the move that ends the game — the value of the whole is the nim-sum with a one added, in all 120 positions swept: the pass is a heap of one. Forbid it as the final move and the value stops being a function of the nim-sum at all, and 3 and 1 + 2 come apart.

limits · Pass
Welter positions and what they are worth. Coins on a strip, with the Grundy value the recursion returns and the nim-sum the squares would have if they were independent heaps. The two columns are the essay: they hardly ever agree.

No two heaps alike

Welter's game is Nim with one extra clause — no two heaps may be the same size — and the clause is fatal to the nim-sum, which gives the right answer in none of the 120 three-coin positions. What replaces it is a function of pairs: ⟨a | b⟩ = (a ⊕ b) − 1, exact on all 55 two-coin positions, and nim-added over every pair it is exact on the whole board provided the number of coins is even.

impartial · Welter
How many different values a Grundy sequence has used. One curve per octal code: the number of distinct Grundy values among the first n heaps. A periodic game runs out of values and its curve levels off. The codes nobody has settled are still climbing at six thousand heaps.

The values that keep arriving

A Grundy sequence that repeats uses finitely many values and stops needing new ones. Six thousand heaps into ·007 the count of distinct values is 187 and still climbing, and the share of heaps carrying something outside the twenty-two commonest rises from 32% in the first thousand to 85% in the sixth. The rare values a periodicity argument needs to thin out are getting commoner.

impartial · Sparse space

Splitting is a move

Add to Nim a move that removes nothing — break a heap in two — and the Grundy sequence gets simpler, not harder. Lasker's Nim has a closed form with one clause per residue modulo four, exact on all 2,001 heaps checked: the identity with every fourth pair transposed. Kayles is the same kind of game with the taking bounded instead of the splitting, and it has no closed form at all, settling into a period of twelve only from heap 71 with fourteen values outside it for ever.

impartial · Lasker

A period with a constant added

An octal code says what a player may do when removing k counters, in three bits; a hexadecimal code adds a fourth — leave three heaps — and the digits run to fifteen. Over twenty-two codes swept to six hundred heaps, five hexadecimal ones repeat with a fixed amount added each time round and no octal one does. Their values climb for ever and never repeat, so a search that looks only for repetition reports them unsettled.

impartial · Hexadecimal

How long it lasts

Move in every component at once and the game ends the moment any one of them does. Grundy values say nothing about that game; what decides it is the remoteness, a second number computed from the same tree that measures how long a component can be made to last. Over 2,268 positions the rule is right every time, and the two numbers determine each other in neither direction.

sums · Remoteness

A mex with no impartial game in it

The rung below described the zero fibre of the mirror map and left star's fourteen undescribed. Star's fibre is 'some element is at least nought, and none is at least star' — and the two rules are one rule: the mirror value is the least nimber no element of the set reaches. That is a mex, in a construction built entirely from partizan values.

sums · Negation

The case that was supposed to be hard

The mex rule for the mirror construction was to be proved by induction, and the step flagged as needing care was the one where an option is incomparable with the nimber. There is no induction: the argument is four lines, and incomparability is what makes two thirds of the cases go through — because a fuzzy sum is a first-player win and the first player is the opponent.

sums · Negation

The dual was the value table

A coin-turning game's losing rows form a linear code, and a code has a dual that nothing in the game appeared to read. It reads it constantly: the dual is spanned by the bit-planes of the Grundy values — the parity checks are the value table stood on end — and on Mock Turtles over eight coins the losing rows are exactly the span of the table that decides them.

impartial · Codes

A set with three descriptions, and a function with none

Wythoff's cold positions can be written three ways that share no arithmetic — an irrational constant, a greedy rule, a condition on Fibonacci digits — and all three are exact. The same game's Grundy values have no closed form at all. Both facts are about one table, and the gap between them is the subject.

applied · Wythoff's game

Twenty-six other values

The mex rule accounts for sixty-six of the ninety-six antichains and is silent on the other thirty. Every one of those thirty is worth a self-negative value born by day three — and the same mex, run over that family instead of over the nimbers, is exact on all ninety-six. The nimber rule is this one cut short after its fourth member.

sums · Negation

Four hundred and seventy steps

The tartan theorem replaces a search with a multiplication. Measured on every grid a brute-force solve can reach, the two agree on all of them — and the ratio doubles with every square added. On the 8 × 8 grid the theorem is normally drawn at, the search would have to value eighteen quintillion arrangements; the theorem needs twenty-six different nimber products, and computing all of them by the rule that defines them looks at four hundred and seventy pairs.

impartial · Nim

What the arithmetic cost in 1956

The rung below ends by respecting a hand computation without pricing it. Priced in the operations a person actually performs, ·137's certificate is 7,919 of them — and the same sweep says ·47's is sixty-three times that, that a splitting move is what makes the cost quadratic, and that seventeen of sixty-four codes have no certificate at any price.

history · Dawson

The step nobody took for thirty-four years

Bouton's criterion is that the heap sizes exclusive-or to nothing. The 1935 theorem is that the heap Grundy values do. The exclusive-or is the same operation in both and it is his, so the whole of the intervening thirty-four years is one substitution — and run over eight games and 672 positions, the substituted criterion is exact on every one while the original is exact on Nim and nowhere else.

history · Bouton

The picture Bouton's proof leaves behind

His argument is two closure properties of one set, and the Sprague–Grundy theorem is the same two sentences with nought replaced by a variable — checked here on five games and every value in range, with no move staying inside a class and no class failing to be reachable from above. What the argument also leaves behind is a picture in which the values descend, and that is false: 99 of 444 moves here raise a value, and none of them is in Nim.

history · Bouton

The proof is sixteen cells

Lasker's Nim has a four-clause formula that was checked on two thousand heaps and never proved. The proof fits in a four-by-four table: the last two bits of a split's value are fixed by the last two bits of its parts, so no split can land in its own heap's class — except at 3 mod 4, where it lands exactly on the one value the takes leave missing and pushes the answer up by one.

impartial · Lasker

One split is enough

A heap of n in Lasker's Nim offers ⌊n/2⌋ ways to split, and the values use at most one of them. Allow only the split that takes a single counter off and every heap to six hundred keeps its value; of all sixty-three sets of split sizes up to six, a set keeps the formula exactly when it contains 1 or 2. Equal halves alone give back plain Nim, because a split into equal parts is a move to nought.

impartial · Lasker

Named alongside it

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

Grundy valueExhaustive searchImpartialNimNim-sumOctal gamePeriodicityClosed formSprague–GrundySubtraction gameDisjunctive sumNimber

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