Article 6QMAD Separable functions in different contexts

Separable functions in different contexts

by
John
from John D. Cook on (#6QMAD)

I was skimming through the book Mathematical Reflections [1] recently. He was discussing a set of generalizations [2] of the Star of David theorem from combinatorics.

sod.svg

The theorem is so named because if you draw a Star of David by connecting points in Pascal's triangle then each side corresponds to the vertices of a triangle.

star-of-david.jpg?w=337&h=348

One such theorem was the following.

gsod.svg

This theorem also has a geometric interpretation, connecting vertices within Pascal's triangle.

The authors point out that the binomial coefficient is a separable function of three variables, and that their generalized Star of David theorem is true for any separable function of three variables.

The binomial coefficient C(n,k) is a function of two variables, but you can think of it as a function of three variables: n, k, and n - k. That is

gsod2.svg

where f(n) = n! and g(k) = 1/k!.

I was surprised to see the term separable function outside of a PDE context. My graduate work was in partial differential equations, and so when I hear separable function my mind goes to separation of variables as a technique for solving PDEs.

Coincidentally, I was looking a separable coordinate systems recently. These are coordinate systems in which the Helmholtz equation can be solved by separable function, i.e. a coordinate system in which the separation of variables technique will work. The Laplacian can take on very different forms in different coordinate systems, and if possible you'd like to choose a coordinate system in which a PDE you care about is separable.

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[1] Peter Hilton, Derek Holton, and Jean Pedersen. Mathematical Reflections. Springer, 1996.

[2] Hilton et al refer to a set of theorems as generalizations of the Star of David theorem, but these theorems are not strictly generalizations in the sense that the original theorem is clearly a special case of the generalized theorems. The theorems are related, and I imagine with more effort I could see how to prove the older theorem from the newer ones, but it's not immediately obvious.

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