Deep learning for prediction and classifying the dynamical behaviour of piecewise-smooth maps

Deep learning for prediction and classifying the dynamical behaviour of piecewise-smooth maps

This paper explores novel ways of predicting and classifying the dynamics of piecewise smooth maps using various deep learning models. Moreover, we have used machine learning models such as Decision Tree Classifier, Logistic Regression, K-Nearest Neighbor, Random Forest, and Support Vector Machine f...

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Bibliographic Details
Main Authors: Vismaya V S, Bharath V Nair, Sishu Shankar Muni
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Franklin Open
Subjects:
Cobweb diagram
Phase portrait
Machine learning
Deep learning
Hyperchaos
Piecewise -smooth map
Online Access:http://www.sciencedirect.com/science/article/pii/S2773186324001105
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