Advancing Parameter Estimation in Differential Equations: A Hybrid Approach Integrating Levenberg–Marquardt and Luus–Jaakola Algorithms

Advancing Parameter Estimation in Differential Equations: A Hybrid Approach Integrating Levenberg–Marquardt and Luus–Jaakola Algorithms

This study presents an integrated approach that combines the Levenberg–Marquardt (LM) and Luus–Jaakola (LJ) algorithms to enhance parameter estimation for various applications. The LM algorithm, known for its precision in solving non-linear least squares problems, is effectively paired with the LJ a...

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Bibliographic Details
Main Authors: María de la Luz López-González, Hugo Jiménez-Islas, Carmela Domínguez Campos, Lorenzo Jarquín Enríquez, Francisco Javier Mondragón Rojas, Norma Leticia Flores-Martínez
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:ChemEngineering
Subjects:
hybrid optimization
parameter estimation
Levenberg–Marquardt algorithm
Online Access:https://www.mdpi.com/2305-7084/8/6/115
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