Title :
Algebraic decision trees and Euler characteristics
Author :
Yao, Andrew Chi-Chih
Author_Institution :
Dept. of Comput. Sci., Princeton Univ., NJ, USA
Abstract :
For any set S⊆Rn, let χ(S) denote its Euler characteristic. The author shows that any algebraic computation tree or fixed-degree algebraic decision tree must have height Ω(log|χ(S)|)for deciding the membership question of a compact semi-algebraic set S. This extends a result by A. Bjorner, L. Lovasz and A. Yao where it was shown that any linear decision tree for deciding the membership question of a closed polyhedron S must have height greater than or equal to log3|χ(S)|
Keywords :
computational geometry; decision theory; trees (mathematics); Euler characteristics; algebraic computation tree; algebraic decision trees; closed polyhedron; membership question; Computational complexity; Computational geometry; Computational modeling; Computer science; Decision trees; Integrated circuit modeling; Marine vehicles; Testing;
Conference_Titel :
Foundations of Computer Science, 1992. Proceedings., 33rd Annual Symposium on
Conference_Location :
Pittsburgh, PA
Print_ISBN :
0-8186-2900-2
DOI :
10.1109/SFCS.1992.267765