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 1-based numbers (where 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.

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

Falcone, Alberto;Garro, Alfredo;Sergeyev, Yaroslav D.
2025-01-01

Abstract

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 1-based numbers (where 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.
2025
Grossone
Infinity computer
Numerical differentiation
Python software library
Scientific computing
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11770/392544
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact