"... From
an ancient Etruscan site outside of Padua, archaeologists unearthed a
mysterious stone. Dating from before 500 BC, the stone was carved with an
amazing symmetry. It had twelve identical faces. Each face was made
of five edges of the same length and five angles of the same size. And, each
face was rotated from its adjoining faces by the same angle. The symmetry
and harmony of this stone could be no accident - but why would someone craft
such an object? What would draw someone to even conceive of such a thing?
Although the purpose of the stone is shrouded in mystery, perhaps the
inspiration for carving it came from observing how nature itself
constructs shapes in rocks ..."
Greek Philosophy ...
"... Plato himself didn't use the name "Platonic
Solids" that we use today, but called them the "cosmic bodies". Because of
the perfect beauty he saw in them, he reasoned that these
regular solids represented the four elements - the building blocks of all
matter. He believed that the tetrahedron represented fire, the cube
represented earth, the icosahedron represented water, and the octahedron
represented air. Representing the universe, or the fifth element, "quintessence"
was the dodecahedron ..."
Crystals ...
"... The shape of crystals is determined by their
atomic building blocks. In a grain of everyday table salt, we can see
a crystal that looks like a cube. The molecules that form salt
consist of one sodium atom joined to one chlorine atom. When
these molecules pack themselves together, they are able to fit perfectly
next to one another like puzzle pieces. The way the molecules assemble
creates no gaps between them so they fill the least amount of space. The
repeated pattern forms a particular structure. When we see the shape of a
salt crystal, we are looking at the resulting pattern of billions of
molecules packed together.
This is just one pattern in the many ways in
which crystals can form ..."
Discrete Measures ...
"... Traditionally, winemakers simply guessed.
They picked a radius for the barrel, somewhere in the middle, and
estimated that the barrel's volume was a cylinder with
that radius ..."
"... Kepler wasn't the only one who measured
complicated curving shapes by breaking them into pieces that were shrinking
to zero in size. Cavalieri created similar ways of breaking things into
infinitesimally small parts and summing up the pieces. Eventually, to
better accomplish this task, calculus was created independently by the
mathematicians Newton and Leibniz ..."
Numerics: Finite Elements ...
"... Computers, with all their power, can only think
about objects in terms of finite sets of numbers. The infinite number of
data points on a curve can't all be crammed into a computer, no matter how
large its memory. This means that computers must work in discrete terms.
With the new tool of the computer, engineers could
construct a building in the digital world, and test to see how
structurally sound it was without the expense and danger of testing it in
the real world. The problem was that computers can't handle so much data at
once, and only deal with a small, finite number of points. Therefore,
engineers had to resurrect the discrete way of describing the world ..."
Geometry: Discrete Curvature ...
"... If we increase the number of edges in the
polygon, we create more angles. At each of these points, the perpendicular
arrow sweeps out a smaller angle. Even though there are more
angles, the total sum that they sweep is the same. As the number of
edges grows larger, the shape begins to look smoother, yet the total
curvature remains unchanged. If we increase to an infinite number of faces
on the polygon, we now have a continuously curving shape. Now, there are no
more individual angles to add together, but we still know how the
curvature will work. The discrete model tells us that even as points on the
curved shape are moved about, the overall curvature will remain the same.
From the discrete shape, we were able to learn something about the
properties of the smooth shape ..."
Computer Graphics: Scanning and Smoothing ...
"...A 3D computer scanner can locate a point on an
object in 3D space. When a scanner samples points all over an object, the
points can be assembled together into a mesh, providing a complete digital
model of the object. However, there is a certain level of imperfection in
the scanning process so that tiny errors are made in locating
each point. Since the points are no longer part of a physical object
but just mathematical points in space, we can use mathematical
tools to smooth them out ..."
"... To do this, we need to find the areas in the
model that hold more curvature. Seeing curvature in terms of
tension, we find places that have high tension and know that they
are defining an edge or a corner. In areas that hold little
curvature, we sample all the edges around a point equally. In areas
that hold high curvature, our smoothing should average only
the lengths of edges that run along the curvature, and not in
opposite directions that would result in smoothing out a corner ..."
Discrete Geometry ...
"... Discrete surfaces see the world in terms of
specific bits of data. When mathematicians first conceived of calculus, it
was a way that they could overcome the shortcomings provided by the
limited view of discrete meshes. However, they soon found that
calculus itself had limitations. And, ultimately, they found that,
often, the best solution is to return to the simplicity and
harmony of discrete meshes ..."