High-Performance Multi-Precision Tool for Floating-Point Computations

This paper presents a MATLAB toolbox for multiple-precision arithmetic, enabling high-precision numerical computations beyond the standard double-precision format.The development step and functionality of the toolbox are described, and how it integrates seamlessly with the MATLAB computational ecosystem, offering a user-friendly interface.The performance enhancement and usability of the toolbox are demonstrated through four use cases where floating-point arithmetic becomes an issue.These benchmark results illustrate the toolbox's computational accuracy and performance, highlighting its ability to mitigate numerical instabilities and roundoff errors in sensitive computations.The toolbox empowers researchers and engineers to implement more reliable models, test advanced algorithms, and validate system designs and a diverse set of operations for applications that require enhanced precision, such as numerical analysis, scientific computing, and applied mathematics.

Authors

Publication Details

Journal
Radioengineering
Published
2025-11-10
DOI
https://doi.org/10.13164/re.2025.0583
Primary Topic
Numerical Methods and Algorithms
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

High-Performance Multi-Precision Tool for Floating-Point Computations

László Leitold, Monther Alrwashdeh, Zsolt Kollár
Radioengineering
Numerical Methods and Algorithms
article

High-Performance Multi-Precision Tool for Floating-Point Computations

László Leitold, Monther Alrwashdeh, Zsolt Kollár
article en

Abstract

This paper presents a MATLAB toolbox for multiple-precision arithmetic, enabling high-precision numerical computations beyond the standard double-precision format.The development step and functionality of the toolbox are described, and how it integrates seamlessly with the MATLAB computational ecosystem, offering a user-friendly interface.The performance enhancement and usability of the toolbox are demonstrated through four use cases where floating-point arithmetic becomes an issue.These benchmark results illustrate the toolbox's computational accuracy and performance, highlighting its ability to mitigate numerical instabilities and roundoff errors in sensitive computations.The toolbox empowers researchers and engineers to implement more reliable models, test advanced algorithms, and validate system designs and a diverse set of operations for applications that require enhanced precision, such as numerical analysis, scientific computing, and applied mathematics.

RadioengineeringVol. 34(4)
Hungarian Scientific Research Fund, Magyar Tudományos Akadémia, Nemzeti Kutatási Fejlesztési és Innovációs Hivatal
Openalex Percentile: Top 65%
Numerical Methods and Algorithms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.