Artificial Neural Network Approach to Study Imprecisely Defined Nonlinear Systems With Case Studies

Artificial Neural Network Approach to Study Imprecisely Defined Nonlinear Systems With Case Studies

This paper introduces an alternative method for analysing mathematical models by combining an artificial neural network (ANN) with a modified Levenberg-Marquardt (LM) optimization approach to solve fuzzy systems of nonlinear equations. The proposed method transforms fuzzy equations into an unconstra...

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Bibliographic Details
Main Authors: Lakshmi Durga Pathipati, Sukanta Nayak
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Feed forward neural network
modified Levenberg-Marquardt optimization
fuzzy nonlinear systems
interval analysis
triangular fuzzy number
convergence analysis
Online Access:https://ieeexplore.ieee.org/document/11059235/
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