Approximate Solutions to Ordinary Differential Equations Using Least Squares Support Vector Machines
- Auteur
- MEHRKANOON, Siamak1 ; FALCK, Tillmann1 ; SUYKENS, Johan A. K1
[1] Department of Electrical Engineering ESAT-SCD-SISTA, Katholieke Universiteit Leuven, Leuven 3001, Belgium - Source
IEEE transactions on neural networks and learning systems (Print). 2012, Vol 23, Num 9, pp 1356-1367, 12 p ; ref : 30 ref
- ISSN
- 2162-237X
- Domaine scientifique
- Cognition; Electronics; Computer science; Psychology, psychopathology, psychiatry
- Editeur
- Institute of Electrical and Electronics Engineers, New York, NY
- Pays de publication
- United States
- Type de document
- Article
- Langue
- English
- Mot clé auteur
- Closed-form approximate solution collocation method least squares support vector machines (LS-SVMs) ordinary differential equations (ODEs)
- Mot clé (fr)
- Classification à vaste marge Condition aux limites Condition initiale Effet non linéaire Efficacité Equation différentielle Fonction erreur Modélisation Méthode collocation Méthode moindre carré Singularité Solution exacte Système linéaire
- Mot clé (en)
- Vector support machine Boundary condition Initial condition Non linear effect Efficiency Differential equation Error function Modeling Collocation method Least squares method Singularity Exact solution Linear system
- Mot clé (es)
- Máquina ejemplo soporte Condiciones límites Condición inicial Efecto no lineal Eficacia Ecuación diferencial Función error Modelización Método colocación Método cuadrado menor Singularidad Solución exacta Sistema lineal
- Classification
- Pascal
- 001 Sciences exactes et technologie / 001A Sciences et techniques communes / 001A02 Mathematiques / 001A02E Analyse mathématique / 001A02E07 Equations différentielles
- Pascal
- 001 Sciences exactes et technologie / 001A Sciences et techniques communes / 001A02 Mathematiques / 001A02I Analyse numérique. Calcul scientifique / 001A02I01 Analyse numérique / 001A02I01D Approximation numérique
- Pascal
- 001 Sciences exactes et technologie / 001D Sciences appliquees / 001D02 Informatique; automatique theorique; systemes / 001D02B Logiciel / 001D02B07 Organisation des mémoires. Traitement des données / 001D02B07B Traitement des données. Listes et chaînes de caractères
- Discipline
- Computer science : theoretical automation and systems Mathematics
- Provenance
- Inist-CNRS
- Base de données
- PASCAL
- Identifiant INIST
- 26329816
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
10.1109/TNNLS.2012.2202126 
https://dx.doi.org/10.1109/TNNLS.2012.2202126
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