The Kepler conjecture, named after the 17th-century mathematician and astronomer
Johannes Kepler
Johannes Kepler (27 December 1571 – 15 November 1630) was a German astronomer, mathematician, astrologer, Natural philosophy, natural philosopher and writer on music. He is a key figure in the 17th-century Scientific Revolution, best know ...
, is a
mathematical
Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
theorem
In mathematics and formal logic, a theorem is a statement (logic), statement that has been Mathematical proof, proven, or can be proven. The ''proof'' of a theorem is a logical argument that uses the inference rules of a deductive system to esta ...
about
sphere packing in three-dimensional
Euclidean space
Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
. It states that no arrangement of equally sized
sphere
A sphere (from Ancient Greek, Greek , ) is a surface (mathematics), surface analogous to the circle, a curve. In solid geometry, a sphere is the Locus (mathematics), set of points that are all at the same distance from a given point in three ...
s filling space has a greater
average density than that of the cubic close packing (
face-centered cubic
In crystallography, the cubic (or isometric) crystal system is a crystal system where the unit cell is in the shape of a cube. This is one of the most common and simplest shapes found in crystals and minerals.
There are three main varieties o ...
) and
hexagonal close packing arrangements. The density of these arrangements is around 74.05%.
In 1998, the American mathematician
Thomas Hales, following an approach suggested by , announced that he had a proof of the Kepler conjecture. Hales' proof is a
proof by exhaustion
Proof by exhaustion, also known as proof by cases, proof by case analysis, complete induction or the brute force method, is a method of mathematical proof in which the statement to be proved is split into a finite number of cases or sets of equi ...
involving the checking of many individual cases using complex computer calculations. Referees said that they were "99% certain" of the correctness of Hales' proof, and the Kepler conjecture was accepted as a
theorem
In mathematics and formal logic, a theorem is a statement (logic), statement that has been Mathematical proof, proven, or can be proven. The ''proof'' of a theorem is a logical argument that uses the inference rules of a deductive system to esta ...
. In 2014, the Flyspeck project team, headed by Hales, announced the completion of a formal proof of the Kepler conjecture using a combination of the
Isabelle and
HOL Light
HOL Light is a proof assistant for classical higher-order logic. It is a member of the HOL theorem prover family. Compared with other HOL systems, HOL Light is intended to have relatively simple foundations. HOL Light is authored and maintained ...
proof assistants. In 2017, the formal proof was accepted by the journal ''
Forum of Mathematics, Pi''.
Background
Imagine filling a large container with small equal-sized spheres: Say a porcelain gallon jug with identical marbles. The "density" of the arrangement is equal to the total volume of all the marbles, divided by the volume of the jug. To maximize the number of marbles in the jug means to create an arrangement of marbles stacked between the sides and bottom of the jug, that has the highest possible density, so that the marbles are packed together as closely as possible.
Experiment shows that dropping the marbles in randomly, with no effort to arrange them tightly, will achieve a density of around 65%. However, a higher density can be achieved by carefully arranging the marbles as follows:
# For the first layer of marbles, arrange them in a hexagonal lattice (
the honeycomb pattern)
# Put the next layer of marbles in the lowest lying gaps you can find above and between the marbles in the first layer, regardless of pattern
# Continue with the same procedure of filling in the lowest gaps in the prior layer, for the third and remaining layers, until the marbles reach the top edge of the jug.
At each step there are at least two choices of how to place the next layer, so this otherwise unplanned method of stacking the spheres creates an uncountably infinite number of equally dense packings. The best known of these are called ''cubic close packing'' and ''hexagonal close packing''. Each of these arrangements has an average density of
:
The Kepler conjecture says that this is the best that can be done—no other arrangement of marbles has a higher average density: Despite there being astoundingly many different arrangements possible that follow the same procedure as steps 1–3, no packing (according to the procedure or not) can possibly fit more marbles into the same jug.
Origins
The conjecture was first stated by in his paper 'On the six-cornered snowflake'. He had started to study arrangements of spheres as a result of his correspondence with the English mathematician and astronomer
Thomas Harriot in 1606. Harriot was a friend and assistant of
Sir Walter Raleigh
Sir Walter Raleigh (; – 29 October 1618) was an English statesman, soldier, writer and explorer. One of the most notable figures of the Elizabethan era, he played a leading part in English colonisation of North America, suppressed rebellio ...
, who had asked Harriot to find formulas for counting stacked cannonballs, an assignment which in turn led Raleigh's mathematician acquaintance into wondering about what the best way to stack cannonballs was. Harriot published a study of various stacking patterns in 1591, and went on to develop an early version of
atomic theory.
Nineteenth century
Kepler did not have a proof of the conjecture, and the next step was taken by , who proved that the Kepler conjecture is true if the spheres have to be arranged in a regular
lattice.
This meant that any packing arrangement that disproved the Kepler conjecture would have to be an irregular one. But eliminating all possible irregular arrangements is very difficult, and this is what made the Kepler conjecture so hard to prove. In fact, there are irregular arrangements that are denser than the cubic close packing arrangement over a small enough volume, but any attempt to extend these arrangements to fill a larger volume is now known to always reduce their density.
After Gauss, no further progress was made towards proving the Kepler conjecture in the nineteenth century. In 1900
David Hilbert
David Hilbert (; ; 23 January 1862 – 14 February 1943) was a German mathematician and philosopher of mathematics and one of the most influential mathematicians of his time.
Hilbert discovered and developed a broad range of fundamental idea ...
included it in his list of
twenty three unsolved problems of mathematics—it forms part of
Hilbert's eighteenth problem.
Twentieth century
The next step toward a solution was taken by
László Fejes Tóth. showed that the problem of determining the maximum density of all arrangements (regular and irregular) could be reduced to a
finite (but very large) number of calculations. This meant that a
proof by exhaustion
Proof by exhaustion, also known as proof by cases, proof by case analysis, complete induction or the brute force method, is a method of mathematical proof in which the statement to be proved is split into a finite number of cases or sets of equi ...
was, in principle, possible. As Fejes Tóth realised, a fast enough computer could turn this theoretical result into a practical approach to the problem.
Meanwhile, attempts were made to find an upper bound for the maximum density of any possible arrangement of spheres. English mathematician
Claude Ambrose Rogers (see ) established an upper bound value of about 78%, and subsequent efforts by other mathematicians reduced this value slightly, but this was still much larger than the cubic close packing density of about 74%.
In 1990,
Wu-Yi Hsiang claimed to have proven the Kepler conjecture. The proof was praised by ''Encyclopædia Britannica'' and ''Science'' and Hsiang was also honored at joint meetings of AMS-MAA. claimed to prove the Kepler conjecture using geometric methods. However
Gábor Fejes Tóth (the son of László Fejes Tóth) stated in his review of the paper "As far as details are concerned, my opinion is that many of the key statements have no acceptable proofs."
gave a detailed criticism of Hsiang's work, to which responded. The current consensus is that Hsiang's proof is incomplete.
Hales' proof
Following the approach suggested by
László Fejes Tóth,
Thomas Hales, then at the
University of Michigan
The University of Michigan (U-M, U of M, or Michigan) is a public university, public research university in Ann Arbor, Michigan, United States. Founded in 1817, it is the oldest institution of higher education in the state. The University of Mi ...
, determined that the maximum density of all arrangements could be found by minimizing a function with 150 variables. In 1992, assisted by his graduate student Samuel Ferguson, he embarked on a research program to systematically apply
linear programming
Linear programming (LP), also called linear optimization, is a method to achieve the best outcome (such as maximum profit or lowest cost) in a mathematical model whose requirements and objective are represented by linear function#As a polynomia ...
methods to find a lower bound on the value of this function for each one of a set of over 5,000 different configurations of spheres. If a lower bound (for the function value) could be found for every one of these configurations that was greater than the value of the function for the cubic close packing arrangement, then the Kepler conjecture would be proved. To find lower bounds for all cases involved solving about 100,000 linear programming problems.
When presenting the progress of his project in 1996, Hales said that the end was in sight, but it might take "a year or two" to complete. In August 1998 Hales announced that the proof was complete. At that stage, it consisted of 250 pages of notes and 3
gigabyte
The gigabyte () is a multiple of the unit byte for digital information. The SI prefix, prefix ''giga-, giga'' means 109 in the International System of Units (SI). Therefore, one gigabyte is one billion bytes. The unit symbol for the gigabyte i ...
s of computer programs, data and results.
Despite the unusual nature of the proof, the editors of the ''
Annals of Mathematics
The ''Annals of Mathematics'' is a mathematical journal published every two months by Princeton University and the Institute for Advanced Study.
History
The journal was established as ''The Analyst'' in 1874 and with Joel E. Hendricks as t ...
'' agreed to publish it, provided it was accepted by a panel of twelve referees. In 2003, after four years of work, the head of the referee's panel, Gábor Fejes Tóth, reported that the panel were "99% certain" of the correctness of the proof, but they could not certify the correctness of all of the computer calculations.
published a 100-page paper describing the non-computer part of his proof in detail.
and several subsequent papers described the computational portions. Hales and Ferguson received the
Fulkerson Prize for outstanding papers in the area of discrete mathematics for 2009.
A formal proof
In January 2003, Hales announced the start of a collaborative project to produce a complete formal proof of the Kepler conjecture. The aim was to remove any remaining uncertainty about the validity of the proof by creating a formal proof that can be verified by
automated proof checking
In computer science and mathematical logic, a proof assistant or interactive theorem prover is a software tool to assist with the development of formal proofs by human–machine collaboration. This involves some sort of interactive proof edi ...
software such as
HOL Light
HOL Light is a proof assistant for classical higher-order logic. It is a member of the HOL theorem prover family. Compared with other HOL systems, HOL Light is intended to have relatively simple foundations. HOL Light is authored and maintained ...
and
Isabelle. This project was called ''Flyspeck'' – an expansion of the acronym FPK standing for ''Formal Proof of Kepler''. At the start of this project, in 2007, Hales estimated that producing a complete formal proof would take around 20 years of work. Hales published a "blueprint" for the formal proof in 2012; the completion of the project was announced on August 10, 2014. In January 2015 Hales and 21 collaborators posted a paper titled "A formal proof of the Kepler conjecture" on the
arXiv
arXiv (pronounced as "archive"—the X represents the Chi (letter), Greek letter chi ⟨χ⟩) is an open-access repository of electronic preprints and postprints (known as e-prints) approved for posting after moderation, but not Scholarly pee ...
, claiming to have proved the conjecture. In 2017, the formal proof was accepted by the journal ''
Forum of Mathematics''.
Related problems
;
Thue's theorem: The regular hexagonal packing is the densest
circle packing in the plane (1890). The density is .
:The 2-dimensional analog of the Kepler conjecture; the proof is elementary. Henk and Ziegler attribute this result to Lagrange, in 1773 (see references, pag. 770).
:A simple proof by Chau and Chung from 2010 uses the
Delaunay triangulation for the set of points that are centers of circles in a saturated circle packing.
;The hexagonal
honeycomb theorem: The most efficient partition of the plane into equal areas is the regular hexagonal tiling.
:Related to Thue's theorem.
;
Dodecahedral conjecture: The volume of the
Voronoi polyhedron of a sphere in a packing of equal spheres is at least the volume of a regular dodecahedron with inradius 1. McLaughlin's proof, for which he received the 1999
Morgan Prize.
:A related problem, whose proof uses similar techniques to Hales' proof of the Kepler conjecture. Conjecture by L. Fejes Tóth in the 1950s.
;The
Kelvin problem: What is the most efficient
foam
Foams are two-phase materials science, material systems where a gas is dispersed in a second, non-gaseous material, specifically, in which gas cells are enclosed by a distinct liquid or solid material. Note, this source focuses only on liquid ...
in 3 dimensions? This was conjectured to be solved by the
Kelvin structure, and this was widely believed for over 100 years, until disproved in 1993 by the discovery of the
Weaire–Phelan structure. The surprising discovery of the Weaire–Phelan structure and disproof of the Kelvin conjecture is one reason for the caution in accepting Hales' proof of the Kepler conjecture.
;
Sphere packing in higher dimensions: In 2016,
Maryna Viazovska
Maryna Sergiivna Viazovska (, ; born 2 December 1984) is a Ukrainian mathematician known for her work in sphere packing. She is a full professor and Chair of Number Theory
Number theory is a branch of pure mathematics devoted primarily to ...
announced proof of the optimal sphere packing in dimension 8, which quickly led to a solution in dimension 24.
However, the optimal sphere packing question in dimensions other than 1, 2, 3, 8, and 24 is still open.
;
Ulam's packing conjecture: It is unknown whether there is a convex solid whose optimal
packing density is lower than that of the sphere.
References
Publications
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* An elementary exposition of the proof of the Kepler conjecture.
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External links
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Front page of 'On the six-cornered snowflake'Thomas Hales' home pageFlyspeck project home page
Article in American Scientist by Dana MackenzieFlyspeck I: Tame Graphs, verified enumeration of tame plane graphs as defined by Thomas C. Hales in his proof of the Kepler Conjecture
{{Authority control
Discrete geometry
Johannes Kepler
Hilbert's problems
Geometry problems
Conjectures that have been proved
Computer-assisted proofs
Spheres
Packing problems