An Improved Training Method For Wavelet Neural Networks For Solving Ordinary And Partial Differential Equations

QR Code

An Improved Training Method For Wavelet Neural Networks For Solving Ordinary And Partial Differential Equations

Differential equations (DEs) have been widely used for modelling countless studies and applications in various disciplines. In recent years, artificial neural networks (ANNs) have gained attention in solving DEs in a more efficient way to approximate solutions of DEs. In this thesis, wavelet neural...

Full description

Bibliographic Details
Main Author:	Tan, Lee Sen
Format:	Thesis
Language:	English
Published:	2022
Subjects:	QA1-939 Mathematics
Online Access:	http://eprints.usm.my/59747/ http://eprints.usm.my/59747/1/Pages%20from%20TAN%20LEE%20SEN%20-%20TESIS.pdf

Similar Items

Preconditioned explicit decoupled group methods for solving elliptic partial differential equations.
by: Ahmed, Abdulkafi Mohammed Saeed
Published: (2011)

An Improved Wavelet Neural Network For Classification And Function Approximation
by: Ong , Pauline
Published: (2011)

Approximate Analytical Methods For Ordinary Differential Equations Of Fractional Order
by: Alkresheh, Hytham Awad Hamad
Published: (2017)

Wavelet neural networks based solutions for elliptic partial differential equations with improved butterfly optimization algorithm training
by: Lee, Sen Tan, et al.
Published: (2020)

B-Splines Based Finite Difference Schemes For Fractional Partial Differential Equations
by: Akram, Tayyaba
Published: (2020)

The Numerical and Approximate Analytical Solution of Parabolic Partial Differential Equations with Nonlocal Boundary Conditions
by: Ghoreishi, Seyed Mohammad
Published: (2011)

A Wavelet Approach For Analysing The Relationship Between Exchange Rate And Interest Rate Differential
by: DHAMOTHARAN, LALITHA
Published: (2017)

A Third-Order Differential Equation and Starlikeness of a Double Integral Operator
by: M. Ali, Rosihan, et al.
Published: (2011)

Block backward differentiation alpha-formulas for solving stiff ordinary differential equations
by: Mohd Zawawi, Iskandar Shah
Published: (2017)

MAT 122E- Differential Equations I (April/May 2006)
by: PPSM, Pusat Pengajian Sains Matematik
Published: (2006)

Laplace Transform With Modified Analytical Approximate Methods For Fractional Differential Equations
by: Jaber, Hailat Ibrahim Yousef
Published: (2022)

Rational methods for solving first order ordinary differential equation
by: Fairuz, A'in Nazifa
Published: (2019)

An adaptive algorithm for numerically solving fractional partial differential equations using Hermite wavelet artificial neural networks
by: Ali, Amina, et al.
Published: (2024)

A Comparison On Neural Network Forecasting.
by: Ong, Hong Choon, et al.
Published: (2011)

Application of Hybrid Cubic B-Spline Collocation Approach for Solving a Generalized Nonlinear Klien-Gordon Equation
by: Zin, Shazalina Mat, et al.
Published: (2014)

An algorithm for positive solution of boundary value problems of nonlinear fractional differential equations by Adomian decomposition method
by: A. I., Md. Ismail, et al.
Published: (2016)

Robust Wavelet Regression With Automatic Boundary Correction
by: Mohamed Altaher, Alsaidi Almahdi
Published: (2012)

Acceleration Strategies For The Backpropagation Neural Network Learning Algorithm
by: Zainuddin, Zarita
Published: (2001)

Generalized and Improved (G'/G)-Expansion Method for Nonlinear Evolution Equations
by: Ali Akbar, M., et al.
Published: (2012)

Improved Runge-Kutta methods for solving ordinary differential equations
by: Faranak Rabiei,, et al.
Published: (2013)

Improved Runge-Kutta methods for solving ordinary differential equations
by: Rabiei, Faranak, et al.
Published: (2013)

Feedforward neural network for solving particular fractional differential equations
by: Admon, Mohd Rashid
Published: (2024)

Enhanced Hopfield Neural Networks With Artificial Immune System Algorithm For Satisfiability Logic Programming
by: Mansor, Mohd. Asyraf
Published: (2017)

Forecasting Stock Market Volatility Using Wavelet Transformation Algorithm Of Garch Model
by: Audu, Buba
Published: (2017)

A Hybrid Neural Network - Hidden Markov Model - Fuzzy Logic Method For Protein Classification
by: Chew, Martin Wooi Keat
Published: (2007)

Multi-objective Hybrid Election Algorithm For Random K Satisfiability In Discrete Hopfield Neural Network
by: Karim, Syed Anayet
Published: (2023)

B-Spline Collocation Approach For Solving Partial Differential Equations
by: Mat Zin, Shazalina
Published: (2016)

Volatility forecasting with the wavelet transformation algorithm GARCH model: Evidence from African stock markets
by: Ismail, Mohd Tahir, et al.
Published: (2016)

Solving linear and non-linear stiﬀ system of ordinary diﬀerential equations by multistage adomian decomposition method
by: Chowdhury, Md. Sazzad Hossien, et al.
Published: (2015)

Multilayer neural networks enhanced with hybrid methods for solving fractional partial differential equations
by: Ali, Amina Hassan, et al.
Published: (2025)

The Fourier Spectral Method For The Sivashinsky Equation.
by: Abdur Rashid, Abdur Rashid, et al.
Published: (2008)

Solutions Of The Frobenius Class Equation In Alternating Groups
by: Kholil, Shuker Mahmood
Published: (2012)

New computational method for solving ordinary differential equations
by: Hue, Chi San, et al.
Published: (2011)

Parallel Block Methods for Solving Ordinary Differential Equations
by: Abdul Majid, Zanariah
Published: (2004)

Block Multistep Methods for Solving Ordinary Differential Equations
by: Ibrahim, Zarina Bibi
Published: (2006)

New computational method for solving ordinary differential equations
by: Hue, Chi San, et al.
Published: (2011)

Derivation of BBDF-α for solving ordinary differential equation
by: Mohd Zawawi, Iskandar Shah, et al.
Published: (2015)

Solving ordinary differential equations by the Dormand Prince method
by: Ang, Tau Keong, et al.
Published: (2018)

Some parallel numerical methods in solving partial differential equations
by: Alias, Norma, et al.
Published: (2010)

Improved Runge-Kutta type methods for solving ordinary and fuzzy differential equations
by: Rabiei, Faranak
Published: (2012)