Application of three unsupervised neural network models to singular nonlinear BVP of transformed 2D Bratu equation
- Author
- MUHAMMAD ASIF ZAHOOR RAJA1 ; SAMAR, Raza2 ; MOHAMMAD MEHDI RASHIDI3 4
[1] Department of Electrical Engineering, COMSATS Institute of Information Technology, Attock, Pakistan
[2] Mohammad Ali Jinnah University, Islamabad, Pakistan
[3] Mechanical Engineering Department, University of Michigan-Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai, China
[4] Mechanical Engineering Department, Engineering Faculty of Bu-Ali Sina University, Hamedan, Iran, Islamic Republic of - Source
Neural computing & applications (Print). 2014, Vol 25, Num 7-8, pp 1585-1601, 17 p ; ref : 43 ref
- ISSN
- 0941-0643
- Scientific domain
- Computer science; Neurology
- Publisher
- Springer, London
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- Boundary value problems Neural networks Nonlinear singular system Sequential quadratic programming Two-dimensional Bratu equations
- Keyword (fr)
- Analyse statistique Complexité calcul Effet non linéaire Equation différentielle Fonction base radiale Modélisation Méthode séquentielle Problème non linéaire Problème valeur limite Programmation quadratique Réseau neuronal Singularité Système non linéaire Système singulier Apprentissage non supervisé Equation Bratu
- Keyword (en)
- Statistical analysis Computational complexity Non linear effect Differential equation Radial basis function Modeling Sequential method Nonlinear problems Boundary value problem Quadratic programming Neural network Singularity Non linear system Singular system Unsupervised learning Bratu equations
- Keyword (es)
- Análisis estadístico Complejidad computación Efecto no lineal Ecuación diferencial Función radial base Modelización Método secuencial Problema valor limite Programación cuadrática Red neuronal Singularidad Sistema no lineal Sistema singular Aprendizaje no supervisado Ecuación de Bratu
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02E Mathematical analysis / 001A02E07 Ordinary differential equations
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02A Theoretical computing / 001D02A05 Algorithmics. Computability. Computer arithmetics
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C06 Connectionism. Neural networks
- Discipline
- Computer science : theoretical automation and systems Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 28891566
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1007/s00521-014-1641-x 
https://dx.doi.org/10.1007/s00521-014-1641-x
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