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Pygrossone: a python-powered library for operating with the infinity computer arithmetic

delete2025-06-03
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PRE
AI
A
Alberto Falcone *
A
Alfredo Garro
Y
Yaroslav D. Sergeyev
DOI:10.1007/s00500-025-10661-5delete
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Abstract

Abstract

En 中文
The paper presents PyGrossone, a general-purpose and domain-independent Python library for the Infinity Computer arithmetic allowing one to work numerically with different infinite and infinitesimal numbers. PyGrossone offers a set of arithmetic, elementary, trigonometric, and differentiation modules to perform computations with $$\textcircled {1}$$ -based numbers (where $$\textcircled {1}$$ is a new infinite number introduced in the series of papers by the last author) with exact precision up to the machine one, since the computations on the Infinity Computer are numeric, not symbolic. Experiments have been conducted to evaluate the validity and performances of the proposed library. The availability of a Python-based implementation of the Infinity Computer arithmetic enables its exploitation in further research fields, such as artificial intelligence, scientific computing, and machine learning.
Keywords:
Infinity computer
Grossone
Scientific computing
Python software library
Numerical differentiation

Journal

Soft Computing cover
Soft Computing
IF:
2.5
Papers:
1.0W
Citations:
2.1W

Organization

D
department of informatics
Scholars:
226
Papers: 121
Citations: 2