Novel intelligent computing knacks for fuzzy dynamical model of vibrating mass system-Reference-Cited by-同舟云学术

Novel intelligent computing knacks for fuzzy dynamical model of vibrating mass system

Published:2023-02-15 Issue:29 Volume:37 Page:
ISSN:0217-9792
Container-title:International Journal of Modern Physics B
language:en
Short-container-title:Int. J. Mod. Phys. B

Author:

Asghar Mahmoona¹,Ahmad Iftikhar¹,Ilyas Hira¹,Naz Shafaq¹,ul Basat Najam¹,Raja Muhammad Asif Zahoor²^ORCID

Affiliation:

1. Department of Mathematics, University of Gujrat, Gujrat 50700, Pakistan

2. Future Technology Research Center, National Yunlin University of Science and Technology, 123 University Road, Section 3, Douliou, Yunlin 64002, Taiwan

Abstract

This study is designed to analyze the fuzzy dynamical model of vibrating mass system by using neural networks (NNs). Stochastic numerical solvers are implemented with Levenberg–Marquardt backpropagation (LMB) algorithm. The proposed solvers handle the uncertainties of fuzzy differential system and minimize the error consistently. Validation, constancy and verification of NNs with LMB algorithm are endorsed by attaining reasonable accuracy through statistical measures in terms of error histograms, regression and mean squared errors for different values of fuzzy parameters.

Publisher

World Scientific Pub Co Pte Ltd

Subject

Condensed Matter Physics,Statistical and Nonlinear Physics

Link

https://www.worldscientific.com/doi/pdf/10.1142/S0217979223502545

Reference74 articles.

1. Toward a generalized theory of uncertainty (GTU)––an outline

2. Introducing fuzzy set theory to evaluate risk of misclassification of land cover maps to land mapping applications: Testing on coastal watersheds

3. Established soil science methods can benefit the construction industry when determining gypsum content

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Design of evolutionary computational intelligent solver for nonlinear corneal shape model by Mexican Hat and Gaussian wavelet neural networks;Waves in Random and Complex Media;2024-06-26

2. Novel neuro-stochastic adaptive supervised learning for numerical treatment of nonlinear epidemic delay differential system with impact of double diseases;International Journal of Modelling and Simulation;2024-01-21