Title :
Complexity lower bounds for computation trees with elementary transcendental function gates
Author :
Grigoriev, Dima ; Vorobjov, Nicolai
Author_Institution :
Dept. of Comput. Sci. & Math., Pennsylvania State Univ., University Park, PA, USA
Abstract :
We consider computation trees which admit as gate functions along with the usual arithmetic operations also algebraic or transcendental functions like exp, log, sin, square root (defined in the relevant domains) or much more general, Pfaffian functions. A new method for proving lower bounds on the depth of these trees is developed which allows to prove a lower bound Ω(√(log N)) for testing membership to a convex polyhedron with N facets of all dimensions, provided that N is large enough. This method differs essentially from the previous approaches adopted for algebraic computation trees
Keywords :
computation theory; computational complexity; polynomials; algebraic functions; arithmetic operations; complexity lower bounds; computation trees; convex polyhedron; elementary transcendental function gates; membership; transcendental functions; Computational modeling; Computer science; Differential equations; Digital arithmetic; Mathematics; Polynomials; Testing;
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.1994.365736