LS-SVM approximate solution for affine nonlinear systems with partially unknown functions

QR Code

LS-SVM approximate solution for affine nonlinear systems with partially unknown functions

By using the Least Squares Support Vector Machines (LS-SVMs), we develop a numerical approach to find an approximate solution for affine nonlinear systems with partially unknown functions. This approach can obtain continuous and differential approximate solutions of the nonlinear differential equati...

Full description

Bibliographic Details
Main Authors:	Zhang, G., Wang, S., Wang, Y., Liu, Wan-Quan
Format:	Journal Article
Published:	American Institute of Mathematical Sciences 2014
Online Access:	http://hdl.handle.net/20.500.11937/49945

Similar Items

Stabilization of discrete-time Markovian jump systems with partially unknown transition probabilities
by: Zhang, Q., et al.
Published: (2011)

H8 scheduling control on nonlinear stochastic systems with partially unknown information
by: Liu, Y., et al.
Published: (2014)

Robust fault detection of nonlinear singular Markov jump systems with partially unknown information
by: Shi, J., et al.
Published: (2017)

LS-SVM Hyper-parameters Optimization Based on GWO Algorithm for Time Series Forecasting
by: Zuriani, Mustaffa, et al.
Published: (2015)

Belajar Least Squares Support Vector Machines (LS-SVM) dalam masa seminggu
by: Mohd Herwan, Sulaiman, et al.
Published: (2017)

A new method of transient stability assessment in power systems using LS-SVM
by: Abdul Wahab, Noor Izzri, et al.
Published: (2007)

Disturbance attenuation and rejection for systems with unknown nonlinearity and missing measurements via DOBC approach
by: Du, T., et al.
Published: (2017)

Uncertainty analysis for the unknown function using artificial neural network (ANN) approximated function
by: Siti Hajar, Mohd Noh
Published: (2010)

LS-DYNA for beginners: an insight into Ls-Prepost and Ls-Dyna
by: Hussain Shah, Qasim, et al.
Published: (2012)

Approximate Solution of the System of Nonlinear Integral Equations
by: Hazaimeh, Oday Shafiq
Published: (2010)

Approximate solution of nonlinear system of integral equations
by: Eshkuvatov, Zainidin K., et al.
Published: (2010)

Classification-based fast transient stability assessment of power systems using LS-SVM with enhanced feature reduction techniques
by: Abdul Wahab, Noor Izzri, et al.
Published: (2013)

From LS-PREPOST to LS-DYNA: an introduction: LS-Dyna for beginners with 13 step by step solved examples
by: Shah, Qasim Hussain, et al.
Published: (2011)

Estimation of unknown functions of iterative difference inequalities and their applications
by: Luo, R., et al.
Published: (2014)

H∞ control of discrete-time Markovian jump systems with partly unknown transition probabilities
by: Zhang, Q., et al.
Published: (2010)

Approximate analytical solutions of bright pptical soliton for nonlinear schrödinger equation of power law nonlinearity
by: Che Hussin, Che Haziqah, et al.
Published: (2021)

Approximate solutions for strongly nonlinear oscillators by using Harmonic Balance Method
by: Hosen, Md. Alal, et al.
Published: (2015)

Approximate solution of the system of nonlinear integral equation by Newton–Kantorovich method
by: Eshkuratov, Zainidin K., et al.
Published: (2010)

Fuzzy based affinity learning for spectral clustering
by: Li, Q., et al.
Published: (2016)

Approximate solution for time fractional partial differential equations with variable coefficients
by: Alsidrani, Fahad Abdulaziz A.
Published: (2024)

Optimization and stabilization of sequential learning in RBF network for nonlinear function approximation
by: Lim, W. S., et al.
Published: (2008)

General 2 × 2 system of nonlinear integral equations and its approximate solution
by: Eshkuvatov, Z. K., et al.
Published: (2019)

Methods For Approximating And Stabilizing The Solution Of Nonlinear Riccati Matrix Delay Differential Equation
by: Mohammedali, Khalid Hammood
Published: (2019)

Multistage Approximate Analytical Solution Of Non-Autonomous Nonlinear Ordinary Differential Systems
by: Khalil, Al Ahmad
Published: (2020)

Robust fault detection of nonlinear markovian jump systems with partly unknown transition probabilities
by: Shi, J., et al.
Published: (2016)

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

Affinity learning via a diffusion process for subspace clustering
by: Li, Q., et al.
Published: (2018)

Approximate solution of a nonlinear system of integral equations using modified Newton-Kantorovich method
by: Eshkuratov, Zainidin K., et al.
Published: (2010)

An approximate solution of two dimensional nonlinear Volterra integral equation using Newton-Kantorovich method
by: Hameed, Hameed Husam, et al.
Published: (2016)

Existence and Uniqueness of Solution to Nonlinear Boundary Value Problems with Sign-Changing Green’s Function
by: Zhang, Peiguo, et al.
Published: (2013)

Evaluate the performance of SVM kernel functions for multiclass cancer classification
by: Mohd Hatta, Noramalina, et al.
Published: (2020)

Dynamical Properties of Solutions for Various Types of Nonlinear Partial Differential Equations
by: Li, Rui
Published: (2019)

Analysis of Kalman filter approximations for nonlinear measurements
by: Morelande, M., et al.
Published: (2013)

Exploring spatial nonlinearity using additive approximation
by: Lu, Zudi, et al.
Published: (2007)

Robust fault detection for nonlinear discrete-time Markovian jump systems with partly unknown transition probabilities
by: Shi, J., et al.
Published: (2016)

Gain-Scheduled Worst-Case Control on Nonlinear Stochastic Systems Subject to Actuator Saturation and Unknown Information
by: Shi, P., et al.
Published: (2013)

Robust Filtering for Nonlinear Nonhomogeneous Markov Jump Systems by Fuzzy Approximation Approach
by: Yin, Y., et al.
Published: (2015)

Positive solutions for a fractional boundary value problem with changing sign nonlinearity
by: Wang, Y., et al.
Published: (2012)

Analytical approximate solutions to the nonlinear fornberg–whitham type equations via modified variational iteration method
by: Asaduzzaman, Md., et al.
Published: (2024)

A new class of efficient piecewise nonlinear chaotic maps for secure cryptosystems
by: Li, Y., et al.
Published: (2009)

Cannot write session to /tmp/vufind_sessions/sess_erlicnmanbvbe8bpsr995qdk79