The exact dot product as basic tool for long interval arithmetic
Author(s) -
Ulrich Kulisch,
Van Snyder
Publication year - 2010
Publication title -
computing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.409
H-Index - 60
eISSN - 1436-5057
pISSN - 0010-485X
DOI - 10.1007/s00607-010-0127-7
Subject(s) - interval arithmetic , interval (graph theory) , saturation arithmetic , arithmetic function , arithmetic , dot product , arbitrary precision arithmetic , affine arithmetic , computation , product (mathematics) , computer science , algorithm , mathematics , discrete mathematics , pure mathematics , mathematical analysis , geometry , combinatorics , affine transformation , bounded function
Computing with guarantees is based on two arithmetical features. One is fixed (double) precision interval arithmetic. The other one is dynamic precision interval arithmetic, here also called long interval arithmetic. The basic tool to achieve high speed dynamic precision arithmetic for real and interval data is an exact multiply and accumulate operation and with it an exact dot product. Pipelining allows to compute it at the same high speed as vector operations on conventional vector processors. Long interval arithmetic fully benefits from such high speed. Exactitude brings very high accuracy, and thereby stability into computation. This document, which has been incorporated into the draft standard for interval arithmetic being developed by IEEE P1788, specifies the implementation of an exact multiply and accumulate operation.
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