Title :
Heat Flow and a Faster Algorithm to Compute the Surface Area of a Convex Body
Author :
Belkin, Mikhail ; Narayanan, Hariharan ; Niyogi, Partha
Author_Institution :
Dept. of Comput. Sci. & Eng., Ohio State Univ.
Abstract :
We draw on the observation that the amount of heat diffusing outside of a heated body in a short period of time is proportional to its surface area, to design a simple algorithm for approximating the surface area of a convex body given by a membership oracle. Our method has a complexity of O*(n4), where n is the dimension, compared to O*( n8.5) for the previous best algorithm. We show that our complexity cannot be improved given the current state-of-the-art in volume estimation
Keywords :
computational complexity; computational geometry; heat transfer; algorithm; convex body; heat diffusion; heat flow; heated body; surface area; Algorithm design and analysis; Computer science; Design engineering; Heat engines; Interpolation; Polynomials; Quadratic programming; State estimation;
Conference_Titel :
Foundations of Computer Science, 2006. FOCS '06. 47th Annual IEEE Symposium on
Conference_Location :
Berkeley, CA
Print_ISBN :
0-7695-2720-5
DOI :
10.1109/FOCS.2006.34