Field

Topology — page 4

What survives bending, and what does not.
The seven graphs of the Petersen family. Seven small graph drawings, K₆, G7, K₃,₃,₁, K₄,₄ minus an edge, G8, G9, Petersen graph, arranged by vertex count with 6 arrows for the triangle-to-star exchanges between them.

Seven graphs that must link

Six points joined in every way cannot be placed in space without two disjoint triangles hooking together. Trade any triangle for a three-pointed star, or a star back for a triangle, and the property survives; doing it in every possible way from K₆ reaches exactly seven graphs, the Petersen graph among them, and stops. Every placement of every one of them links, by the same parity count. Remove any edge from any of them, and placements that link nothing appear at once. The seven are the whole answer: a graph must link exactly when it contains one of them.

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.

Seven points split into three groups whose hulls share a point. Seven random points in a square split into three groups of sizes 2, 2, 3 whose convex hulls share a common point; 4 of the 301 splits work.

Seven points split three ways

Any seven points in the plane can be divided into three groups whose convex hulls share a point, and six points in general position never can. The theorem is Helge Tverberg's; its topological version, in which straight lines may bend, is true when the number of groups is a power of a prime and false otherwise — and the proof that decides which is the same antipodal argument that halves a sandwich.

Counting targets from sensor readings with mistakes in them. Three 80 by 72 sensor fields over 8 targets: true counts (integral 8), counts with 415 mistaken readings (integral 160), and the mistaken counts smoothed (rounded persistence count 8).

Counting targets when the sensors make mistakes

Add up the Euler characteristics of the regions where sensor counts are high and the answer is exactly the number of targets — until one sensor misreads. Each wrong reading is a new piece or a new hole, so the error grows with the number of sensors instead of averaging away. Smooth the readings and count each piece and hole by how long it survives as the threshold is lowered, and the count comes back exactly, with half the readings wrong, at the price of having to know how small a real feature can be.

Sperner's corridor to the same fixed point, on a gentle map and a twisted one. Two 32 by 32 labelled grids; the corridor crosses 44 triangles reading 100 corners on the gentle map and 148 triangles reading 204 corners on the twisted one.

What it costs to find the point that stays put

Brouwer's theorem promises a point a map leaves where it is, and Sperner's corridor walks to it. On a gentle map the walk is short; twist the map about its fixed point and the corridor follows every turn, so its cost grows like the square of the grid. Halving the square by winding number finds the same point in a number of readings proportional to the grid's side whatever the map does — and no method that only reads the map can do fundamentally better.

A random surface and the region above height 1. A smooth Gaussian random field on a 64 by 64 torus and its excursion set above 1: 14 pieces, 0 holes, Euler characteristic 14; expected 13.8.

Pieces minus holes on a random surface

Cut a random landscape at some height and the region above it breaks into pieces with holes in them. How many pieces, and how many holes, has no formula. Their difference does: the average Euler characteristic of the region above height u is a constant times u multiplied by the bell curve at u, exactly, for every smooth Gaussian surface — because the Euler characteristic is a sum of peaks, pits and saddles, and the average number of those can be computed point by point.

A loop that cannot be undone, and the surface it bounds. The loop aba⁻¹b⁻¹ on the figure eight, which cannot be pulled tight, beside a square whose boundary reads the same word, showing that the loop bounds a surface.

What homology forgets about a loop

Let the letters of a loop commute and the loop group of a space becomes its first homology group: a loop now records only how often it went round each hole. What is thrown away is exactly the loops that bound a surface. On the figure eight that is nearly everything — of the loops of sixty letters that homology calls nought, about one in 6,700 is a loop that actually shrinks.

Pascal's triangle mod 2, and the room for the 2-dimensional projective space. Pascal's triangle with odd entries filled, rows 0 to 15, with row 3 marked as the tangent ledger 1 + a + a² and row 1 as the normal ledger 1 + a.

The room a projective space needs, read off Pascal's triangle

The projective plane cannot sit in three-dimensional space without crossing itself, and the reason can be written as arithmetic: a polynomial that records how a shape twists, which a room must cancel. For the n-dimensional projective space that polynomial is a row of Pascal's triangle read mod 2, its inverse is another row, and the inverse's last term says how many extra dimensions the room must have — exactly enough, at every power of two.

The Lorenz orbits LR and LLR, linked. Projection of the periodic orbits LR, LLR of the Lorenz system, linking number 1.

Every loop of the butterfly links every other

The Lorenz equations have infinitely many periodic orbits, each a closed loop winding round the two lobes in its own order. Name each loop by that order — LR, LLR, LLRLR — and the linking number of any two can be read off the names, without solving anything: it is half the number of times a left-going strand passes a right-going one. Every such crossing has the same sign, so every pair of loops links, positively. Computing forty-five pairs from the equations themselves, the Gauss integral lands on the predicted whole number every time.

A trefoil, and how far its tangent turns. The (2, 3) torus knot with tube radius 0.45; total curvature 16.8556 = 5.3653π.

A knot must turn twice, and a little more

Follow a closed curve and add up how far its direction turns. Any closed curve turns through at least one full circle; a knotted one turns through more than two. The proof is a count of hilltops — the total turning equals 2π times the number of highest points the curve has, averaged over every direction to look from — and a curve with a single hilltop in any direction cannot be knotted.

The three-sphere filled with trefoils. Seven fibres of the (2,3) Seifert fibration of S³, stereographically projected: five trefoils and two exceptional circles; pairwise linking numbers 6, 3, 2 and 1 verified.

Torus knots that fill the three-sphere

Hopf filled the three-sphere with circles, every two linked once. Let the circles turn at two different speeds instead — p turns one way while they make q the other — and the three-sphere is filled with (p, q) torus knots, trefoils when p and q are 2 and 3, every two of them linked exactly pq times. Two exceptional fibres remain plain circles; every knot links them q and p times, and they link each other once. Computed from the drawn curves for ten fibrations, every pair comes out at pq to six decimal places.

The pieces of a random vibration. Random plane wave, 240×240 grid, wavelength 24: 23 positive and 18 negative domains.

The pieces no formula counts

A random vibration of a large membrane splits the surface into regions where it bulges up and regions where it dips down. Pieces minus holes has an exact average; the number of pieces has none. Nazarov and Sodin proved it is proportional to the area, Bogomolny and Schmit predicted the constant from percolation, 0.0624, and counting the pieces of 51 random waves gives 0.0599 — below the prediction by several standard errors. The sizes of the pieces follow percolation's law; their number does not.

Cutting the square down to a fixed point. λ = 0.999 with turning; accuracy 0.001: cutting 4 readings, iterating 7215.

A cut that gets sharper as the map gets lazier

Iterating a map that shrinks distances by 0.9999 takes 141,254 steps to reach its fixed point to a millionth. Cutting takes six: read the map at one point, and the fixed point must lie on the far side of the line halfway between the point and its image. The cut gets better exactly where iteration gets worse, because a map that barely shrinks puts its fixed point almost on every such line.

The two-handled surface's octagon, eight to a corner. Regular hyperbolic octagon with angles π/4 and 64 neighbouring copies in the Poincaré disc.

An octagon only the hyperbolic plane can hold

Glue an octagon's sides in the pattern that makes a surface with two handles and its eight corners become one point, so their angles must add to a single turn. A flat octagon's add to three. The octagon that fits has corners of 45° and lives in the hyperbolic plane, where its area is forced to be exactly 4π and its four gluing moves are motions of the plane whose commutators multiply to the identity.

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