Intersection between hyperplane within a simplex

In summary, the maximum number of intersection points between a (n-1)d hyperplane and a n-simplex is given by the formula f(n) = n^2/4 for even n and f(n) = (n^2 - 1)/4 for odd n. This can be represented in a complete graph with n vertices, where the vertices are partitioned into two subgraphs, A and B, with the number of edges crossing between them being maximized when the number of vertices in A is closest to n/2.
  • #1
Debashis
2
0
Hi,

If we contract a (n-1)d hyperplane with a n-simplex, then what is maximum number of intersection points with the egdes of the simplex and the hyperplane ?

For, if we draw a line within a 2-simplex (there are 3 edges), it will have a intersection of maximum two edges. For 3-simplex, any plane within the tetrahedron (where there are 6 egdes) can have maximum intersection with 4 edges. What is the value for n-simplex ?
 
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  • #2
The question is a bit unclear. A line can intersect the edges of a 2-simplex in infinitely many points if you just make the edge a subset of the line. Do you mean to ask what is the maximum number of edges that can be intersected, rather than the maximum number of points?
 
  • #3
Think of this as a graph theory problem instead. An n-simplex is just a complete graph with n vertices; i.e., each vertex is connected to every other vertex. Then the question is, how should we partition a complete graph on n vertices into two subgraphs, such that the number of edges crossing between the two subgraphs is maximized.

A complete graph has ##n!## edges. If we take ##k## vertices and call them subgraph A, while the remaining ##n-k## vertices we call subgraph B. Now we want to know the number of edges that go between A and B. Since each vertex has an edge connecting to every other vertex, then the number of edges going between A and B must be given by

$$k (n-k)$$
To maximize this for a given ##n##, we must clearly choose the ##k## that is closest to ##n/2##. Therefore the maximum number of (isolated) points in which a hyperplane can intersect a simplex is given by

$$f(n) = \begin{cases} \frac{n^2}{4} & n \; \text{even} \\ \frac{n^2 - 1}{4} & n \; \text{odd} \end{cases}$$
which gives the expected result for ##n=3## (triangle) and ##n=4## (tetrahedron).
 
  • #4
thank you very much for the answer. How can we represent that hyperplane in the respective graph of n-vertices ?
 
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  • #5


The maximum number of intersection points between a hyperplane and the edges of an n-simplex is (n+1). This can be seen by extending the logic used for the 2-simplex and 3-simplex cases mentioned above. For an n-simplex, there are (n+1) edges and a hyperplane can intersect with at most (n+1) of these edges. This is because the hyperplane can intersect with all n edges on one side of the simplex, and then intersect with the remaining edge on the other side of the simplex. Therefore, the maximum number of intersection points is (n+1).
 

Related to Intersection between hyperplane within a simplex

What is a hyperplane within a simplex?

A hyperplane within a simplex is a linear subspace that intersects the simplex at a lower dimension. In simpler terms, it is a flat surface that cuts through a geometric shape made up of straight lines and angles, such as a triangle or tetrahedron.

What is the significance of the intersection between a hyperplane and a simplex?

The intersection between a hyperplane and a simplex is important in fields such as optimization and geometry. It allows for the study of the relationship between a lower-dimensional subspace and a higher-dimensional space, and can provide insights into the structure and properties of the simplex.

How is the intersection between a hyperplane and a simplex calculated?

The intersection between a hyperplane and a simplex can be calculated using various methods, such as linear algebra and geometric algorithms. The specific approach will depend on the dimensionality of the simplex and the orientation of the hyperplane.

What are some applications of the intersection between a hyperplane and a simplex?

The intersection between a hyperplane and a simplex has practical applications in various fields, including machine learning, computer graphics, and operations research. It can be used to solve optimization problems, classify data points, and create 3D models.

Are there any limitations or challenges associated with studying the intersection between a hyperplane and a simplex?

One limitation is that the intersection can be difficult to visualize in higher dimensions. Additionally, calculating the intersection can be computationally intensive, especially for larger simplices. Furthermore, the results may not always be intuitive or easily interpretable.

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