Wednesday, November 12, 2014

Multi-Dimensional Shapes and Pascal's Triangle

The simplest geometric object is a point.  In Geometry, we learn that a point is a single location without length, width, or height, and is usually represented by a dot.  Euclid defined the point as “that which has no part”.  Because it has neither length, width, nor height, it is a zero-dimensional object.

Point


The next simplest geometry object is the line.  A line is straight, infinitely long, and has no thickness.  Euclid said that a line has “breadthless length”.  A line segment is part of a line that begins at a point and ends at another point.  Both lines and line segments have length, but neither width nor height, and so are one-dimensional objects.

Line Segment


If a point is zero-dimensional because it has neither length, width, nor height, and a line or line segment is one-dimensional because it has length but neither width nor height, then it follows that an object with length and width but no height is two-dimensional (such as a triangle, square, rectangle, circle, etc.), and an object with length, width, and height is three-dimensional (such as a pyramid, cube, sphere, etc.)

Let’s identify the simplexes of each dimension, or the object in each dimension that is made entirely of straight line segments and the least amount of endpoints.  The simplex of zero dimensions is a point (since that is the only zero-dimensional object).  The simplex of one dimension is a line segment, which has two endpoints.  The simplex of two dimensions is a triangle, because it has the least amount of endpoints (three) of all two-dimensional shapes with straight sides.  Finally, the simplex of three dimensions is the tetrahedron (a triangular-based pyramid) because it has the least amount of endpoints (four) of all three-dimensional objects with straight sides.

2D Simplex: Triangle

3D Simplex: Tetrahedron


If we examine the number of endpoints, line segments, faces, and solids of each simplex, we will observe some familiar numbers.  The 0-D simplex (a point) is comprised of 1 endpoint (1).  The 1-D simplex (line segment) is comprised of 2 endpoints and 1 line segment (2, 1).  The 2-D simplex (triangle) is comprised of 3 endpoints, 3 line segments, and 1 face (3, 3, 1).  And the 3-D simplex (tetrahedron) is comprised of 4 endpoints, 6 line segments, 4 faces, and 1 solid (4, 6, 4, 1).  We can see that the number of endpoints, line segments, faces, and solids of each multi-dimensional simplex corresponds to a row in Pascal’s Triangle, a famous triangular array of numbers in which each number is the sum of the two numbers above itself.
                            






1











1
1









1
2
1







1
3
3
1





1
4
6
4
1



1
5
10
10
5
1

1
6
15
20
15
6
1

Pascal’s Triangle


Using Pascal’s Triangle we can extrapolate properties of higher dimensional simplexes.  A 4-D simplex (sometimes called a pentachoron or a hyper-pyramid) would have 5 endpoints, 10 line segments, 10 faces, 5 solids, and 1 four-dimensional object (5, 10, 10, 5, 1), and a 5-D simplex would have 6 endpoints, 15 line segments, 20 faces, 15 solids, 6 four-dimensional objects, and 1 five-dimensional object (6, 15, 20, 15, 6, 1), and so on.

4D Simplex: Pentachoron


It is difficult to picture an object in four-dimensions since we live in a three-dimensional space, but we can try to wrap our minds around it if we observe the progression of simplexes in each dimension.  One such progression is that placing a new endpoint in the exact center of all the other existing endpoints and attaching all the endpoints with line segments gives an aerial view of the next simplex in the next dimension.  For example, placing the midpoint on a line segment (1-D simplex) gives an aerial view of an upright triangle (2-D simplex), or placing a point in the centroid of a triangle (2-D simplex) and attaching all the endpoints with line segments gives an aerial view of a tetrahedron (3-D simplex). 

Aerial View of a Tetrahedron


In the same way, placing a point in the centroid of a tetrahedron (3-D simplex) and attaching all the endpoints with line segments should give some sort of aerial view of a pentachoron (4-D simplex).  This progression also explains why properties of simplexes correspond with the numbers in Pascal’s Triangle, because the new point in the center of the simplex in k dimensions creates the same amount of n-dimensional objects as existing (n – 1)-dimensional objects for the simplex in (k + 1) dimensions.  For example, the new point at the centroid of a triangle creates three new faces that correspond to the three existing edges, along with the existing one face, which means that the tetrahedron will have 3 + 1 = 4 faces.

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