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Oddballs: it's easier to pack spheres in some dimensions than in others.


In 1998, mathematician Thomas C. Hales made headlines by settling a nearly 400-year-old question: What is the best space-saving way to stack oranges? Johannes Kepler, the natural philosopher who first realized that planets orbit the sun in ellipses Ellipses is the plural form of either of two words in the English language:
  • Ellipse
  • Ellipsis
, conjectured in 1611 that fruit sellers already had it right: The best packing is the familiar pyramidal arrangement seen in markets all over the world. Despite the simplicity of this proposed solution, proving Kepler's conjecture turned out to be elusive for centuries and, in the end, required the assistance of a computer. Hales' 250-page paper is so complex that referees have spent 6 years poring over its details, and although they still haven't checked every one, they recently gave the paper the thumbs-up to be published in digest form in the Annals of Mathematics The Annals of Mathematics (ISSN 0003-486X), abbreviated as Ann. of Math. and often just called Annals, is a bimonthly mathematics research journal published by Princeton University and the Institute for Advanced Study. .

Hales' opus would seem to lay to rest the question of how to stack fruit. Yet for mathematicians, who are not constrained to the familiar world, Hales' work is just the beginning. Hales, who is now at the University of Pittsburgh, figured out how to stack three-dimensional oranges. But what is the best way to stack oranges in four dimensions, five dimensions, or n dimensions?

It may be hard to visualize an n-dimensional orange, but it's easy to write an equation to define its shape--a sphere--in any dimension. A sphere is simply the set of all points a fixed distance away from a chosen center point.

The question of how to densely pack spheres in a dimension higher than three may seem fanciful and abstruse. Sphere packings, however, are intimately connected to what are called error-correcting codes. These are central to a wide range of noisy data-transmission applications, such as sending images from space probes to Earth.

Using coding techniques, mathematicians have uncovered a surprise. Although the definitions of spheres in every, dimension are analogous, the configurations of spheres that the various dimensions can contain are very different. Results from two research groups are providing new glimpses of the uniqueness of various dimensions.

In recent work, Oleg R. Musin, an independent mathematician based in Los Angeles Los Angeles (lôs ăn`jələs, lŏs, ăn`jəlēz'), city (1990 pop. 3,485,398), seat of Los Angeles co., S Calif.; inc. 1850. , has used coding ideas to tackle a problem closely related to sphere packing. Called the kissing problem, it asks how many spheres can fit around, or kiss, a single central sphere. The sphere-packing problem, by contrast, asks what arrangement of spheres can fit most densely into all of space.

When it comes to three-dimensional oranges, the kissing number is 12. Musin has now proved that the kissing number in dimension four is 24. The 24 spheres that surround the central sphere trace out a highly symmetrical four-dimensional shape called the 24-cell, which has no analog in any other dimension.

Meanwhile, a trio of mathematicians has come up with compelling numerical evidence--just shy of a proof--that the best sphere packings in dimensions 8 and 24. are particularly symmetrical arrangements known as the [E.sub.8] lattice and the Leech lattice In mathematics, the Leech lattice is a particular lattice Λ in 24-dimensional Euclidean space, R24 discovered by John Leech in 1965. (Ernst Witt discovered it in 1940, but did not publish his discovery; see his collected works for details. , respectively. In other dimensions Other Dimensions is a collection of stories by author Clark Ashton Smith. It was released in 1970 and was the author's sixth collection of stories published by Arkham House. It was released in an edition of 3,144 copies. , even the best packings known are less symmetrical.

"It seems mysterious, but there are these special dimensions out there," says Henry Cohn of Microsoft Research Microsoft Research (MSR) is a division of Microsoft created in 1991 for researching various computer science topics and issues. Overview
Microsoft Research (MSR) is one of the top research centers worldwide, currently employing Turing Award winners, C.A.R.
 in Redmond, Wash., a member of the team that performed the second study. "I don't know Don't know (DK, DKed)

"Don't know the trade." A Street expression used whenever one party lacks knowledge of a trade or receives conflicting instructions from the other party.
 of any really good conceptual explanation of why dimensions 8 and 24 work out so nicely."

ERROR-PROOF PACKING To see the connection between n-dimensional sphere packing and error-correcting codes, imagine that Alice wants to transmit a message to Bob via radio signals. Before the agree on a code that translates each word in their vocabulary into a unique signal.

If Alice and Bob The names Alice and Bob are commonly used placeholders for archetypal characters in fields such as cryptography and physics. The names are used for convenience, since explanations such as "Person A wants to send a message to person B  can measure the strength of, say, 24 different frequencies of each radio signal, then each word corresponds to 24 coordinates--the strength of the signal's corresponding frequencies. In other words Adv. 1. in other words - otherwise stated; "in other words, we are broke"
put differently
, the code translates each word into a point in 24-dimensional space.

In an ideal world, Mice would send a radio signal for each word in her message, and Bob would simply measure the 24 coordinates of each signal and then look up the corresponding word. But in the real world, information channels are noisy, and errors inevitably creep in Verb 1. creep in - enter surreptitiously; "He sneaked in under cover of darkness"; "In this essay, the author's personal feelings creep in"
sneak in

penetrate, perforate - pass into or through, often by overcoming resistance; "The bullet penetrated her chest"
.

Thus, the point in 24-dimensional space that Bob receives will probably be slightly different from the one Alice sent out. If the received point is close to only one of the points in Bob's codebook codebook - data dictionary , it will be easy for Bob to guess which word Mice meant. But if the point is close to two different points in his codebook, the message will be ambiguous.

To avoid that problem, Alice and Bob should choose their code so that the points that correspond to words are far apart. If, for example, the transmission errors tend to move a point by at most 1 unit of distance, then Alice and Bob should choose their code points so that they ale at least 2 units apart. In other words, the points should be at the centers of non-overlapping, 24-dimensional spheres of radius 1. That way, whenever Alice sends Bob a word, even if some errors creep in, Bob can still recover the original message.

This error-proofing protocol amounts to a sphere-packing configuration. The more tightly packed the spheres, the more words Alice and Bob can encode in a given region of space. So, the most-efficient codes correspond to the densest sphere packings.

When the late Claude Shannon Noun 1. Claude Shannon - United States electrical engineer who pioneered mathematical communication theory (1916-2001)
Claude E. Shannon, Claude Elwood Shannon, Shannon
 launched the theory of error-correcting codes in the 1940s, high-dimensional sphere packing instantly became a hot topic, Cohn says. "Before that, if you told someone you were interested in 24-dimensional sphere packing, unless they were a pure mathematician, they looked at you as if you were crazy," he says.

In 1973, Philippe Delsarte of the Catholic University of Louvain in Belgium developed a method for relating the size of the errors that a code can correct to the efficiency of the code--that is, the number of code words it can fit into a given space. Since the largest error a code can correct corresponds to the radius of the spheres, and the efficiency of a code is closely related to the density of the sphere packing, Delsarte's method immediately became a powerful tool for studying sphere packings.

In the late 1970s, mathematicians used Delsarte's methods to figure out the kissing numbers in dimensions 8 and 24. In dimension eight, they found, it's possible to fit 240 spheres around a single central sphere. In dimension 24, a mind-boggling 196,560 spheres can crowd around one sphere. These results were obtained by Andrew Odlyzko Andrew Odlyzko is a mathematician who is the head of the University of Minnesota's Digital Technology Center.

In the field of mathematics he has published extensively on analytic number theory, computational number theory, cryptography, algorithms and computational
 of the University of Minnesota (body, education) University of Minnesota - The home of Gopher.

http://umn.edu/.

Address: Minneapolis, Minnesota, USA.
 in Minneapolis and Neil J. A. Sloane of AT&T Shannon Laboratory in Florham Park, N.J., and independently by Vladimir Levenstein of the Keldysh Institute of Applied Mathematics Keldysh Institute of Applied Mathematics - Address: Russian Academy of Sciences Miusskaya Pl. 4, 125047 Moscow, Russia.  in Moscow.

After this burst of progress, the study of higher-dimensional kissing numbers and sphere packings plunged into a dry spell for more than 2 decades, says Gunter M. Ziegler, a mathematician at the Technical University of Berlin.

"What's exciting to me is that now new things are happening," Ziegler says. "Suddenly, from different corners of the field, there are new insights into how to get results."

DESIGN OF FOUR In dimension two, the solutions to the kissing number and sphere-packing problems are easy to spot. Slide some pennies around on a table, and it quickly becomes clear that exactly six pennies can kiss a central penny, forming a hexagonal hex·ag·o·nal  
adj.
1. Having six sides.

2. Containing a hexagon or shaped like one.

3. Mineralogy
 arrangement.

The hexagonal pattern can be extended to the entire tabletop Since antiquity, mathematicians have considered this arrangement to be the densest-possible two-dimensional sphere packing, but their intuition was mathematically proved only in the early 20th century.

In dimension three, 12 billiard bil·liard  
adj.
Of, relating to, or used in billiards.

n.
See carom.

Adj. 1. billiard - of or relating to billiards; "a billiard ball"; "a billiard cue"; "a billiard table"
 balls can fit around a central one. Just as the six pennies in dimension two sit at the comers of a regular hexagon, the 12 balls in dimension three also sit at the corners of a regular shape: an icosahedron icosahedron (īkō'səhē`drən): see polyhedron. , which has 20 triangular sides.

In the two-dimensional ease, the six pennies lock tightly into place around the central penny. However, in dimension three, gaps exist between the 12 balls. Legend has it that this wiggle room wiggle room
n.
Flexibility, as of options or interpretation: ambiguous wording that left some wiggle room for further negotiation.

Noun 1.
 gave rise to a famous controversy in 1694 between Isaac Newton and the mathematician David Gregory David Gregory may refer to:
  • David Gregory (mathematician), Scottish mathematician
  • David Gregory (journalist), American journalist
  • David Gregory (BBC), BBC News journalist
  • David Gregory (footballer), English footballer
. According to according to
prep.
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

3.
 this story, Newton maintained that only 12 spheres can fit around a central sphere, while Gregory believed it should be possible to squeeze in a 13th sphere. It was not until 1953 that mathematicians finally proved Newton right.

In dimension four, mathematicians have long had a prime candidate for the best kissing arrangement: the 24-cell, a perfectly symmetric shape with 24 comers and 24 three-dimensional sides that are all regular octahedra. If one four-dimensional sphere is placed at each corner, these 24 spheres all kiss the central sphere.

That means the kissing number in dimension four is at least 24. However. might it be possible to fit more than 24 spheres around a central one? In 1979, Odlyzko and Sloane tried to use Delsarte's method for error-correcting codes to prove that the kissing number is 24. Frustratingly, all the method could tell them was that the kissing number was at most 25--tantalizingly close to proving that the kissing number is indeed 24, but not close enough.

In 2001, this problem caught the attention of Musin, a former mathematics professor at Moscow State University Moscow State University, at Moscow, Russia, officially M. V. Lomonosov Moscow State Univ.; founded 1755 as Moscow Univ. by the Russian scientist M. V. Lomonosov, renamed Moscow State Univ. after the Russian Revolution, and renamed after its founder in 1940.  in Russia who had recently moved to the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. . Musin had learned about the kissing-number problem as a high school student. However, he had heard nothing about the developments in the 1970s using coding theory Coding theory is a branch of mathematics and computer science dealing with the error-prone process of transmitting data across noisy channels, via clever means, so that a large number of errors that occur can be corrected. .

Then, 3 years ago, while working on a software-development project for Los Alamos National Laboratory Los Alamos National Laboratory (LANL) (previously known at various times as Site Y, Los Alamos Laboratory, and Los Alamos Scientific Laboratory) is a United States Department of Energy (DOE) national laboratory, managed and operated by Los Alamos National , in New Mexico New Mexico, state in the SW United States. At its northwestern corner are the so-called Four Corners, where Colorado, New Mexico, Arizona, and Utah meet at right angles; New Mexico is also bordered by Oklahoma (NE), Texas (E, S), and Mexico (S). , he came upon a book about sphere packings. "I spent maybe an hour reading the book, and I was so excited," he says.

Musin resolved to solve the kissing-number problem in dimension four. "I thought maybe I'd spend a week or so," he says. "Then, I spent the week, and another week, and another, and finally I quit all my projects, all my work. I became completely crazy about this problem."

Fortunately, Musin's wife, who was supporting the pair financially, was understanding. "She asked me only one question: 'How long will it take you to solve this problem?'" Musin recalls. "I said, 'One and a half, maybe 2 years,' and she said that was OK."

Musin's estimate was right on target. After 18 months of nonstop work, he found a clever way to modify an inequality arising from Delsarte's method to prove that the kissing number indeed is 24.

"I spent 16 hours a day, without weekends, to try to solve this problem," Musin says. "When I got the solution, I was in shock."

Mathematicians have yet to cheek all the details of Musin's work, but his method seems "entirely solid," Hales says. "It's very good research."

Musin says he will spend another year trying to figure out whether his method can be extended to higher dimensions. That extrapolation (mathematics, algorithm) extrapolation - A mathematical procedure which estimates values of a function for certain desired inputs given values for known inputs.

If the desired input is outside the range of the known values this is called extrapolation, if it is inside then
 may prove tricky because the 24-cell is unique in the pantheon of shapes.

In dimension three, there are five perfectly regular, or platonic, solids: the cube, the tetrahedron tetrahedron: see polyhedron. , the octahedron octahedron: see polyhedron. , the dodecahedron dodecahedron: see polyhedron. , and the icosahedron. Dimensions five and higher contain just three platonic solids Platonic Solids: see polyhedron.  analogs of the cube, tetrahedron, and octahedron. However, dimension four contains analogs of all five of the three-dimensional platonic solids, plus a sixth platonic solid: the 24-cell.

Just why dimension four has an extra platonic solid is a puzzle to mathematicians. "The 24-cell is this incredibly beautiful configuration that happens to fit perfectly in four dimensions, for reasons that are mysterious," Cohn says.

DIMENSIONS OF ELEGANCE Dimension four is not the only standout when it comes to sphere packings. Mathematicians have long known that dimensions 8 and 24 contain exceptionally nice, symmetric arrangements of spheres--the [E.sub.8] lattice and the Leech lattice, proved that these are the densest-possible arrangements of spheres, no one has found a denser arrangement.

In 2003, Cohn and Noam D. Elkies of Harvard University published a way to modify Delsarte's method to produce upper limits for the density of any sphere packing in dimensions 8 and 24. Now, Cohn and Abhinav Kumar, a graduate student at Harvard have used computer analysis to calculate these upper limits to the 27th decimal place, and the numbers they have calculated agree perfectly with the densities of the [E.sub.8] lattice and the Leech lattice. In other words, if there is a denser packing than the [E.sub.8] lattice or the Leech lattice, it is denser by less than one part in [10.sup.27]--an almost unfathomably small amount.

"My feeling and everyone else's is that the odds are zero that another sphere packing beats the Leech lattice or the [E.sub.8] lattice," Ziegler says. "But in math, as long as it's not proved, there could be some miracle happening."

In addition to being the leading candidates for best sphere packing in dimensions 8 and 24, the [E.sub.8] lattice and the Leech lattice also give the best kissing arrangements in those dimensions. What's more, the kissing spheres lock tightly into place. That means that dimensions 8 and 24 appear to share the simplicity and elegance of dimension 2, in which a single highly symmetric, tightly locked configuration--the hexagonal packing--is both the best kissing arrangement and the best sphere packing.

By contrast, in dimension three, the most symmetric kissing arrangement--the icosahedron--leaves wiggle room between the spheres and can't be extended to all of space, since icosahedra can't fill space without overlapping.

"It seems that dimensions 8 and 24 are much better behaved than dimension 3," Cohn says.

The various dimensions are so individual, he notes, that the only way to tackle sphere-packing problems is to get to know each particular dimension's quirks.
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Author:Klarreich, Erica
Publication:Science News
Geographic Code:1USA
Date:Oct 2, 2004
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