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On the use of the Infinity Computer architecture to set up a dynamic precision floating-point arithmetic

Authors :
Amodio, Pierluigi
Brugnano, Luigi
Iavernaro, Felice
Mazzia, Francesca
Source :
Soft Computing 24 (2020) 17589-17600
Publication Year :
2020

Abstract

We devise a variable precision floating-point arithmetic by exploiting the framework provided by the Infinity Computer. This is a computational platform implementing the Infinity Arithmetic system, a positional numeral system which can handle both infinite and infinitesimal quantities symbolized by the positive and negative finite powers of the radix grossone. The computational features offered by the Infinity Computer allows us to dynamically change the accuracy of representation and floating-point operations during the flow of a computation. When suitably implemented, this possibility turns out to be particularly advantageous when solving ill-conditioned problems. In fact, compared with a standard multi-precision arithmetic, here the accuracy is improved only when needed, thus not affecting that much the overall computational effort. An illustrative example about the solution of a nonlinear equation is also presented.<br />Comment: 11 pages, 2 figures, 6 tables

Subjects

Subjects :
Mathematics - Numerical Analysis

Details

Database :
arXiv
Journal :
Soft Computing 24 (2020) 17589-17600
Publication Type :
Report
Accession number :
edsarx.2002.10220
Document Type :
Working Paper
Full Text :
https://doi.org/10.1007/s00500-020-05220-z