Re: Big-O notation, multiple variables
- From: Rod Howell <rhowell@xxxxxxx>
- Date: Fri, 29 Jun 2007 11:14:59 -0500
A draft of my paper entitled, "On Asymptotic Notation with Multiple Variables", can be found at
http://people.cis.ksu.edu/~rhowell/asymptotic.pdf
The abstract is as follows:
We show that it is impossible to define big-O notation for functions
on more than one variable in a way that implies the properties
commonly used in algorithm analysis. We also demonstrate that common
definitions do not imply these properties even if the functions within
the big-O notation are restricted to being strictly nondecreasing. We
then propose an alternative definition that does imply these properties
whenever the function within the big-O notation is strictly
nondecreasing.
The draft is still pretty rough, but I'm not going to be able to work on it for the next month, and I wanted to get something posted before then. I plan to add some material on recurrences and more details on other asymptotic notation (i.e., big-Omega, etc.). I'm thinking of submitting it to STACS, which has a mid-September deadline. In the meantime, feedback is welcome.
Rod
.
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