
Accession Number : AD0779055
Title : New Algorithms and Lower Bounds for the Parallel Evaluation of Certain Rational Expressions,
Corporate Author : CARNEGIEMELLON UNIV PITTSBURGH PA DEPT OF COMPUTER SCIENCE
Personal Author(s) : Kung,H. T.
Report Date : FEB 1974
Pagination or Media Count : 14
Abstract : The paper presents new algorithms for the parallel evaluation of certain polynomial expressions. In particular, for the parallel evaluation of (x sup n) the author introduces an algorithm which takes two steps of parallel division and (log(base 2) n)) steps of parallel addition, while the usual algorithm takes (log(base 2)n)) steps of parallel multiplication. Hence the algorithm is faster than the usual algorithm when multiplication takes more time than addition. Similar algorithms for the evaluation of other polynomial expressions are also introduced. Lower bounds on the time needed for the parallel evaluation of rational expressions are given. All the algorithms presented in the paper are shown to be asymptotically optimal. Moreover, the author proves that by using parallelism the evaluation of any first order rational recurrence, e.g., (y sub(i+1)) = 1/2 (y sub i + a/y), and any nonlinear polynomial recurrence can be sped up at most by a constant factor, no matter how many processors are used. (Author)
Descriptors : *Parallel processors, *Arithmetic, *Computations, Polynomials, Algorithms
Subject Categories : Theoretical Mathematics
Computer Hardware
Distribution Statement : APPROVED FOR PUBLIC RELEASE