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In particular, I don't think many readers—even mathematically sophisticated ones—will know of the Klee–Minty cube, nor the significance of a vector space's dimension. If I were writing it (and I'm not!) I might say something about the fact that it's an exponential-time algorithm that performs far better in practice. Surely there are other things that educated but nonspecialist readers could appreciate? CRGreathouse (t | c) 19:50, 22 March 2011 (UTC)[reply]
That's helpful. At least the phrase "Klee-Minty" should go!
Caveat: I have not yet provided a reference to the expected behavior of the criss cross algorithm (which is D on cubes of dimension D, I believe). The expected number of steps of the simplex algorithm is also linear under a wide class of models (which are incompatible with reality, alas); the expected running time is usually thought to be about 3D on practical problems.
I added some preliminary referencing about average behavior. The expected behavior of the simplex method (on problems from the unit sphere) is O(D) by Borgwardt and Smale. I don't have Klee & Minty's paper handy, but it seems trivial that a cube drawn from the sphere should have D steps on average. (I don't have time to reference properly today: Iterating the bibliography operator initialized with Fukuda & Terlaky should suffice. Sincerely, Kiefer.Wolfowitz (Discussion) 20:25, 22 March 2011 (UTC)[reply]