A RESIDUE ARITHMETIC EXTENSION FOR RELIABLE SCIENTIFIC COMPUTATION

Citation
E. Kinoshita et Kj. Lee, A RESIDUE ARITHMETIC EXTENSION FOR RELIABLE SCIENTIFIC COMPUTATION, I.E.E.E. transactions on computers, 46(2), 1997, pp. 129-138
Citations number
8
Categorie Soggetti
Computer Sciences","Engineering, Eletrical & Electronic","Computer Science Hardware & Architecture
ISSN journal
00189340
Volume
46
Issue
2
Year of publication
1997
Pages
129 - 138
Database
ISI
SICI code
0018-9340(1997)46:2<129:ARAEFR>2.0.ZU;2-Z
Abstract
A reliable scientific computation approach, substantially different fr om the known ones, based on Residue Number System (RNS) floating-point arithmetic is described. In the approach, the real number is represen ted by an expression which consists of two parts, the approximate part and the interval error part. The approximate part, represented by an RNS floating-point number, shows an approximate value for the real num ber. The interval error value, represented by two RNS floating-point n umbers, shows the left and the right limit of an interval containing t he error. In parallel to the result of operation, the rounding error i nduced by that operation is determined and then summed up in each oper ation. When a series of operations is completed, the range of existenc e for the result can be determined from the result of the computation and the sum of interval errors. For the illustration of the proposed m ethod, some examples are also given, which are said to be difficult to find exact solution in the usual floating-point calculation.