UTILIZING PYTHON FOR FINDING LOCAL EXTREMA OF MULTIVARIABLE FUNCTIONS

The application of the Python programming language for finding local extrema of functions of two variables highlights the advantages of modern information technologies in performing complex and time-consuming algebraic computations. This article emphasizes Python’s capacity to simplify and accelerate processes that would otherwise require significant manual effort through traditional mathematical methods. Two specific examples are discussed, where classical "by hand" calculations would be laborious and prone to error. The article presents a clear procedure and accompanying Python code that automates the determination of local extrema, demonstrating the efficiency and precision achievable through computational approaches. This showcases the practical benefits of integrating Python into advanced mathematical problem-solving.

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Publication Details

Journal
Matteh ...
Published
2024-12-03
DOI
https://doi.org/10.46687/xjxo7873
Primary Topic
Numerical Methods and Algorithms
Type
article
Field-Weighted Citation Impact
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UTILIZING PYTHON FOR FINDING LOCAL EXTREMA OF MULTIVARIABLE FUNCTIONS

Boyan Zlatanov, Atanas Ilchev, Valentin Georgiev
Matteh ...
Numerical Methods and Algorithms
article

UTILIZING PYTHON FOR FINDING LOCAL EXTREMA OF MULTIVARIABLE FUNCTIONS

Boyan Zlatanov, Atanas Ilchev, Valentin Georgiev
article en

Abstract

The application of the Python programming language for finding local extrema of functions of two variables highlights the advantages of modern information technologies in performing complex and time-consuming algebraic computations. This article emphasizes Python’s capacity to simplify and accelerate processes that would otherwise require significant manual effort through traditional mathematical methods. Two specific examples are discussed, where classical "by hand" calculations would be laborious and prone to error. The article presents a clear procedure and accompanying Python code that automates the determination of local extrema, demonstrating the efficiency and precision achievable through computational approaches. This showcases the practical benefits of integrating Python into advanced mathematical problem-solving.

Matteh ...
Decent work and economic growth
Openalex Percentile: Top 73%
Numerical Methods and Algorithms
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