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Archive for January, 2008

An observation on accumulation points

Everyone is familiar with the derivative of a function f in terms of limits: for a sequence k converging to x, D.f.x = \lim_{i\rightarrow \infty} (f.k.i – f.x)/(k.i – x). I spent a couple days playing with sequences which accumulate but do not converge, seeing if I could do calculus without limits. I came to my senses and realized I’m a biologist, but not before I stumbled across this:

Treat values of a sequence k as values of a random variable with uniform probability density. Then if k has an accumulation point at x, D.f.x = \textrm{E}[(f.k.i - f.x) / (k.i - x) ]. To see this, when you’re close to x, you get enormous denominators. Since you get arbitrarily close to x arbitrarily often, you have infinitely many denominators as large as you like. These completely swamp any contribution of points of the sequence away from x.

I suspect that there is a “fundamental theorem of analysis” which says that a statement about a space is true is equivalent to the statement being true at the accumulation points of all accumulating sequences in that space. But I don’t know how to define the above expectation except as a limit of finite sequences, so this doesn’t advance the program at all.

(Before people misunderstand, I like limits. I use them constantly. Some of my best friends are limits. This is a mathematical diversion.)

Fonts in LaTeX

First off, happy birthday to Don Knuth. If you don’t know who that is, just crawl back under your rock.

Among the things that came to light while reading people’s response to this occasion was the font Euler. Add the following code to your LaTeX preamble, and suddenly your mathematics goes from slick, standard, LaTeX, to a gorgeous idealization of the best mathematical handwriting:

\usepackage{ccfonts,eulervm}
\usepackage[T1]{fontenc}

A little more digging found this wonderful post discussing the font, and its sibling Alcuin Light. Alcuin Light is not included in TeX distributions, and must be bought separately and converted by hand, unfortunately. Knuth paired Euler with Concrete Roman. In isolation I prefer the default Computer Modern, but Concrete Roman does fit better with Euler.

But I admit I’m tempted to drop the $20 for Alcuin.