On the Equivalence of the Newton-Raphson Algorithm and PDE of Conservation of Electric Charge

On the Equivalence of the Newton-Raphson Algorithm and PDE of Conservation of Electric Charge

The main result characterises the equivalence of the Newton-Raphson algorithm and PDE of conservation of electric charge. Based on this equivalence we analyse the properties of the Fisher-scoring method, a variant of Newton's method commonly used in statistics. Conjecture of embedding physics m...

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Veröffentlicht in:arXiv.org 2021-11
1. Verfasser: Li, Minzheng
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Conservation
Electric charge
Equivalence
Newton methods
Newton-Raphson method
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Zusammenfassung:The main result characterises the equivalence of the Newton-Raphson algorithm and PDE of conservation of electric charge. Based on this equivalence we analyse the properties of the Fisher-scoring method, a variant of Newton's method commonly used in statistics. Conjecture of embedding physics models to solve Newton's method is proposed.
ISSN:2331-8422