Title :
Algebraic computation trees in characteristic p>0
Author_Institution :
Inst. of Comput. Sci., Hebrew Univ., Jerusalem, Israel
Abstract :
We provide a simple and powerful combinatorial method for proving lower bounds for algebraic computation trees over algebraically closed fields of characteristic p>0. We apply our method to prove, for example, an Ω(n log n) lower bound for the n element distinctness problem, an Ω(n log(n/k)) lower bound to the “k-equal problem”-that is deciding whether there are k identical elements out of n input elements, and more. The proof of the main theorem relies on the deep work of B.M. Dwork, P. Deligne, and E. Bombieri on the Weil conjectures. In particular we make use of Bombieri´s bound on the degree of the Zeta function of algebraic varieties over finite fields. Our bounds provide a natural extension to the recent topological lower bounds obtained by A. Bjorner, L. Lovasz and A.C. Yao for algebraic computation trees over the real numbers. For the special cases of real subspace arrangements and general complex varieties we can reformulate their specific results using our combinatorial approach without mentioning any topological invariants
Keywords :
algebraic geometric codes; computational complexity; Weil conjectures; Zeta function; algebraic computation trees; algebraic varieties; algebraically closed fields; combinatorial method; element distinctness problem; lower bounds; Arithmetic; Computational complexity; Computational modeling; Computer science; Galois fields; Marine vehicles; Polynomials;
Conference_Titel :
Foundations of Computer Science, 1994 Proceedings., 35th Annual Symposium on
Conference_Location :
Santa Fe, NM
Print_ISBN :
0-8186-6580-7
DOI :
10.1109/SFCS.1994.365738