adaptive shrinking cell optimization technique

topic posted Sat, August 15, 2009 - 4:54 AM by  SenZ
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This seems like some sort of breakthrough, I found it interesting. I would like to see a picture of the negative space this packing creates. It sounds weird because he said it looks jumbled from the outside. I wonder what it looks like from the inside. heres the link

www.sciencedaily.com/release...3943.htm

World Record In Packing Puzzle Set In Tetrahedra Jam: Better Understanding Of Matter Itself?

ScienceDaily (Aug. 15, 2009) — Finding the best way to pack the greatest quantity of a specifically shaped object into a confined space may sound simple, yet it consistently has led to deep mathematical concepts and practical applications, such as improved computer security codes.

When mathematicians solved a famed sphere-packing problem in 2005, one that first had been posed by renowned mathematician and astronomer Johannes Kepler in 1611, it made worldwide headlines.

Now, two Princeton University researchers have made a major advance in addressing a twist in the packing problem, jamming more tetrahedra -- solid figures with four triangular faces -- and other polyhedral solid objects than ever before into a space. The work could result in better ways to store data on compact discs as well as a better understanding of matter itself.

In the cover story of the Aug. 13 issue of Nature, Salvatore Torquato, a professor in the Department of Chemistry and the Princeton Institute for the Science and Technology of Materials, and Yang Jiao, a graduate student in the Department of Mechanical and Aerospace Engineering, report that they have bested the world record, set last year by Elizabeth Chen, a graduate student at the University of Michigan.

Using computer simulations, Torquato and Jiao were able to fill a volume to 78.2 percent of capacity with tetrahedra. Chen, before them, had filled 77.8 percent of the space. The previous world record was set in 2006 by Torquato and John Conway, a Princeton professor of mathematics. They succeeded in filling the space to 72 percent of capacity.

Beyond making a new world record, Torquato and Jiao have devised an approach that involves placing pairs of tetrahedra face-to-face, forming a "kissing" pattern that, viewed from the outside of the container, looks strangely jumbled and irregular.

"We wanted to know this: What's the densest way to pack space?" said Torquato, who is also a senior faculty fellow at the Princeton Center for Theoretical Science. "It's a notoriously difficult problem to solve, and it involves complex objects that, at the time, we simply did not know how to handle."

Henry Cohn, a mathematician with Microsoft Research New England in Cambridge, Mass., said, "What's exciting about Torquato and Jiao's paper is that they give compelling evidence for what happens in more complicated cases than just spheres." The Princeton researchers, he said, employ solid figures as a "wonderful test case for understanding the effects of corners and edges on the packing problem."

Studying shapes and how they fit together is not just an academic exercise. The world is filled with such solids, whether they are spherical oranges or polyhedral grains of sand, and it often matters how they are organized. Real-life specks of matter resembling these solids arise at ultra-low temperatures when materials, especially complex molecular compounds, pass through various chemical phases. How atoms clump can determine their most fundamental properties.

"From a scientific perspective, to know about the packing problem is to know something about the low-temperature phases of matter itself," said Torquato, whose interests are interdisciplinary, spanning physics, applied and computational mathematics, chemistry, chemical engineering, materials science, and mechanical and aerospace engineering.

And the whole topic of the efficient packing of solids is a key part of the mathematics that lies behind the error-detecting and error-correcting codes that are widely used to store information on compact discs and to compress information for efficient transmission around the world.

Beyond solving the practical aspects of the packing problem, the work contributes insight to a field that has fascinated mathematicians and thinkers for thousands of years. The Greek philosopher Plato theorized that the classical elements -- earth, wind, fire and water -- were constructed from polyhedra. Models of them have been found among carved stone balls created by the late Neolithic people of Scotland.

The tetrahedron, which is part of the family of geometric objects known as the Platonic solids, must be packed in the face-to-face fashion for maximum effect. But, for significant mathematical reasons, all other members of the Platonic solids, the researchers found, must be packed as lattices to cram in the largest quantity, much the way a grocer stacks oranges in staggered rows, with successive layers nestled in the dimples formed by lower levels. Lattices have great regularity because they are composed of single units that repeat themselves in exactly the same way.

Mathematicians define the five shapes composing the Platonic solids as being convex polyhedra that are regular. For non-mathematicians, this simply means that these solids have many flat faces, which are plane figures, such as triangles, squares or pentagons. Being regular figures, all angles and faces' sides are equal. The group includes the tetrahedron (with four faces), the cube (six faces), the octahedron (eight faces), the dodecahedron (12 faces) and the icosahedron (20 faces).

There's a good reason why tetrahedra must be packed differently from other Platonic solids, according to the authors. Tetrahedra lack a quality known as central symmetry. To possess this quality, an object must have a center that will bisect any line drawn to connect any two points on separate planes on its surface. The researchers also found this trait absent in 12 out of 13 of an even more complex family of shapes known as the Archimedean solids.

The conclusions of the Princeton scientists are not at all obvious, and it took the development of a complex computer program and theoretical analysis to achieve their groundbreaking results. Previous computer simulations had taken virtual piles of polyhedra and stuffed them in a virtual box and allowed them to "grow."

The algorithm designed by Torquato and Jiao, called "an adaptive shrinking cell optimization technique," did it the other way. It placed virtual polyhedra of a fixed size in a "box" and caused the box to shrink and change shape.

There are tremendous advantages to controlling the size of the box instead of blowing up polyhedra, Torquato said. "When you 'grow' the particles, it's easy for them to get stuck, so you have to wiggle them around to improve the density," he said. "Such programs get bogged down easily; there are all kinds of subtleties. It's much easier and productive, we found, thinking about it in the opposite way."

Cohn, of Microsoft, called the results remarkable. It took four centuries, he noted, for mathematician Tom Hales to prove Kepler's conjecture that the best way to pack spheres is to stack them like cannonballs in a war memorial. Now, the Princeton researchers, he said, have thrown out a new challenge to the math world. "Their results could be considered a 21st Century analogue of Kepler's conjecture about spheres," Cohn said. "And, as with that conjecture, I'm sure their work will inspire many future advances."

Many researchers have pointed to various assemblies of densely packed objects and described them as optimal. The difference with this work, Torquato said, is that the algorithm and analysis developed by the Princeton team most probably shows, in the case of the centrally symmetric Platonic and Archimedean solids, "the best packings, period."

Their simulation results are also supported by theoretical arguments that the densest packings of these objects are likely to be their best lattice arrangements. "This is now a strong conjecture that people can try to prove," Torquato said.
posted by:
SenZ
Houston
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  • Re: adaptive shrinking cell optimization technique

    Sat, August 15, 2009 - 11:37 AM
    Fascinating !
    In 1965 Bucky Fuller came to dinner and talked for 3 hours straight extolling the virtues of the tetrahedron. He spoke most eloquently about the fact that Nature was the key to discerning how to manufacture man made structures. He said the strongest structures with the least amount of material were all tetrahedral symmetries and that for structures designed for instance for outer space where efficiency was a premium,tetrahedral structures were the best choice. My father and I listened with rapt attention,but my mother fell asleep at the table...LOL
    I was 11 years old. My father did a fair amount of experimenting with geometric structures and had built a geodesic dome in 1952-53 in which I was born. He and Bucky had met each other on a panel as part of the state Arts and Humanities Program in Maine and found much in common,though of course Fuller's interest was in architecture and my father's was in how structure affected beauty in sculpture.
    I wonder if these guys at Princeton studied Fullers work...
  • New study Now has them packed up to 85 percent.

    Thu, December 10, 2009 - 6:14 AM
    Entropy Alone Can Create Complex Crystals from Simple Shapes; Tetrahedra Packing Record Broken

    ScienceDaily (Dec. 10, 2009) — In a study that elevates the role of entropy in creating order, research led by the University of Michigan shows that certain pyramid shapes can spontaneously organize into complex quasicrystals.


    A quasicrystal is a solid whose components exhibit long-range order, but without a single pattern or a unit cell that repeats.

    A paper on the findings appears in the Dec. 10 issue of Nature. Researchers from Case Western Reserve University and Kent State University collaborated on the study.

    Entropy is a measure of the number of ways the components of a system can be arranged. While often linked to disorder, entropy can also cause objects to order. The pyramid shape central to this research is the tetrahedron---a three-dimensional, four-faced, triangular polyhedron that turns up in nanotechnology and biology.

    "Tetrahedrons are the simplest regular solids, while quasicrystals are among the most complex and beautiful structures in nature. It's astonishing and totally unexpected that entropy alone can produce this level of complexity," said Sharon Glotzer, a professor in the University of Michigan departments of Chemical Engineering and Materials Science and Engineering and principal investigator on the project.

    The finding may lead to the development of a variety of new materials that derive properties from their structure, said Rolfe Petschek, a physics professor at Case Western Reserve who helped with the mathematical characterization of the structure. "A quasicrystal will have different properties than a crystal or ordinary solid," Petschek said.

    The scientists used computer simulation to find the arrangement of tetrahedrons that would yield the densest packing -- that would fit the most tetrahedrons in a box.

    The tetrahedron was for decades conjectured to be the only solid that packs less densely than spheres, until just last year when U-M mathematics graduate student Elizabeth Chen found an arrangement that proved that speculation wrong. This latest study bests Chen's organization and discovered what is believed to be the densest achievable packing of tetrahedrons.

    But Glotzer says the more significant finding is that the tetrahedrons can unexpectedly organize into intricate quasicrystals at a point in the computer simulation when they take up roughly half the space in the theoretical box.

    In this computer experiment, many thousands of tetrahedrons organized into dodecagonal, or 12-fold, quasicrystals made of parallel stacks of rings around pentagonal dipyramids. A pentagonal dipyramid contains five tetrahedrons arranged into a disk. The researchers discovered that this motif plays a key role in the overall packing.

    This is the first result showing such a complicated self-arrangement of hard particles without help from attractive interactions such as chemical bonds, Glotzer said.

    "Our results go to the very heart of phase transitions and to the question of how complex order arises in nature and in the materials we make," Glotzer said. "We knew that entropy on its own could produce order, but we didn't expect it to produce such intricate order. What else might be possible just due to entropy?"

    Other approaches to solving the tetrahedron packing problem have not involved computer simulations. Researchers instead tried out different arrangements to arrive at the densest structure. That was the approach taken by Chen, who achieved a packing fraction of more than 77 percent, which means the shapes took up more than 77 percent of the space in the box. (Cubes have a 100 percent packing fraction in a cubic box, while spheres pack at only 74 percent.)

    Rather than "posit what they might do," this computer simulation allowed the tetrahedrons to figure out the best packing on their own according to the laws of statistical mechanics and thermodynamics, said Michael Engel, a postdoctoral researcher at U-M and co-first author of the paper with U-M chemical engineering graduate student Amir Haji-Akbari.

    In the simulation, the tetrahedrons organized into a quasicrystal and settled on a packing that, when compressed further, used up 83 percent of the space. Engel then reorganized the shapes into a "quasicrystalline approximate," which is a periodic crystal closely resembling the quasicrystal. He found an arrangement that filled more than 85 percent of the space.

    The researchers are excited about the possible applications of the new structure.

    "Made of the right materials, this unexpected new tetrahedron quasicrystal may possess unique optical properties that could be very interesting and useful," said Peter Palffy-Muhoray, a professor in the Liquid Crystal Institute at Kent State University and a collaborator on the work. Possible uses include communication and stealth technologies.

    The research is funded by the Air Force Office of Scientific Research and the National Science Foundation.

    www.sciencedaily.com/release...4633.htm
    • Re: New study Now has them packed up to 85 percent.

      Thu, December 10, 2009 - 10:55 AM
      Are there any pictures of these structures?
      I'd like to know what they meant by"when compressed further".
      I'm SURE the Air Force would be interested in this technology as it would advance their already somewhat science fiction-like cloaking tech for planes...
      • Re: New study Now has them packed up to 85 percent.

        Thu, December 10, 2009 - 12:10 PM
        the research was funded by the Airforce.

        There is a link to the article at the bottom of my last post. There is a picture there, but it is a little abstract if you ask me.
        • Re: New study Now has them packed up to 85 percent.

          Thu, December 10, 2009 - 1:33 PM
          WOW !
          Lots of links to related subjects in SCIENCE DAILY.
          I read one titled "Wings of Glass",positing new glass materials for airplane wings...
          All seems possible at this point.
          I had a (relatively) close encounter last year with what I am assuming to be experimental aircraft with an effective cloaking device.
          Hearing it (jet engines,VERY LOUD)in close proximity(under 1000ft. as it passed overhead) without seeing anything at all...
          • Re: New study Now has them packed up to 85 percent.

            Thu, December 10, 2009 - 3:46 PM
            yea.

            What i like about science daily, is that they keep their stories archived. and have a search function. so if i wanted to learn more about glass for instance. just type it into the search and you get all related articles from years back. I just got 2 pages of stories on fractals going back to 2000. its a website I read everyday. I think you could write a book using this website alone.

            Where any houses blocking your view at all? I noticed how much jet noise never seems to be coming from where it sounds like... you probably thought of that already.

            about 4 weeks ago I saw what looked like a semi transparent white moon up in the sky. then it started to move fast horizontally for about 2 seconds, until it looked like it just went behind a cloud. But it was a 100% blue sky. not a cloud anywhere. it was completely silent. it seemed to cloak itself and just disappeared.
            • Re: New study Now has them packed up to 85 percent.

              Thu, December 10, 2009 - 6:08 PM
              I witnessed this flyover from my huge deck (on the second floor ).No other structures obstruct my view.
              I live on a very flat flood plane. The plane was traveling from north to south on a clear sunny day. I was LOOKING for evidence of cloaking,a shimmer,a gloss, a ripple, nothing...
              There are other strange planes which others have witnessed in this county (Sonoma) ,especially out at the ocean. Particularly recently what has been described to me as a HUGE ,FAT,jumbo jet with extra loud engines(4)that sort of purr,but loudly) which goes very slowly just above the ridge line(in Cazadero),and one witness swears he saw it hover....
              I did a search online and found nothing remotely close to these descriptions.

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