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SADÍLEK, V. CHUDOBA, R. VOŘECHOVSKÝ, M. RYPL, R.
Original Title
SPIRRID -- tool for estimation of statistical characteristics of function with multivariate random inputs
Type
conference paper
Language
English
Original Abstract
This paper is a promotion of a recently published journal paper. The paper presents application of known mathematical methods and computational techniques for the numerical integration in the computational tool SPIRRID (Python package) for efficient and flexible evaluation of the statistical characteristics of functions with multivariate random inputs developed in high-level programming language Python. The paper describes mathematical formulation of the estimation of the statistical characteristics, design of an object oriented architecture of the package and results of performance studies. The code of this computational tool including examples and the results of performance studies is available via the free Github repository.
Keywords
Python, Enthought Traits, NumPy, SciPy, C, statistical characteristics, multidimensional integration
Authors
SADÍLEK, V.; CHUDOBA, R.; VOŘECHOVSKÝ, M.; RYPL, R.
RIV year
2012
Released
7. 9. 2012
Publisher
WSEAS Press
Location
Sliema, Malta
ISBN
978-1-61804-117-3
Book
Advances in Mathematical and Computational Methods
2227-4588
Periodical
State
Hellenic Republic
Pages from
275
Pages to
280
Pages count
6
BibTex
@inproceedings{BUT89680, author="Václav {Sadílek} and Rostislav {Chudoba} and Miroslav {Vořechovský} and Rostislav {Rypl}", title="SPIRRID -- tool for estimation of statistical characteristics of function with multivariate random inputs", booktitle="Advances in Mathematical and Computational Methods", year="2012", journal="Advances in Mathematical and Computational Methods", pages="275--280", publisher="WSEAS Press", address="Sliema, Malta", isbn="978-1-61804-117-3", issn="2227-4588" }