ENHANCED LINE SEARCH: A NOVEL METHOD TO ACCELERATE PARAFAC
- Author
- RAJIH, Myriam1 ; COMON, Pierre1 ; HARSHMAN, Richard A2
[1] I3S Laboratory, UNSA-CNRS, 2000 route des Lucioles, B.P. 121, 06903 Sophia-Antipolis, France
[2] Department of Psychology, University of Western Ontario, London, Ontario, N6A 5C2, Canada - Issue title
- Tensor Decompositions and Applications
- Author (monograph)
- DE LATHAUWER, Lieven (Editor)1 ; COMON, Pierre (Editor)2 ; MASTRONARDI, Nicola (Editor)3
[1] Katholieke Universiteit Leuven, Belgium
[2] Centre National de la Recherche Scientifique, France
[3] Istituto per le Applicazioni del Calcolo M. Picone, Italy - Source
SIAM journal on matrix analysis and applications. 2009, Vol 30, Num 3, pp 1128-1147, 20 p ; ref : 28 ref
- CODEN
- SJMAEL
- ISSN
- 0895-4798
- Scientific domain
- Computer science; Mathematics
- Publisher
- Society for Industrial and Applied Mathematics, Philadelphia, PA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- 15A21 15A69 65B99 PARAFAC acceleration alternating least squares (ALS) bottlenecks collinear factors degeneracy enhanced line search (ELS) line search swamps
- Keyword (fr)
- Accélération Ajustement modèle Algèbre linéaire Analyse numérique Analyse tendance Complexité Convergence Décomposition Extrapolation Goulot étranglement Identification Implémentation Itération Loi a priori Modification Mélange loi probabilité Méthode décomposition Méthode moindre carré Norme Performance Réseau (arrangement) Vitesse déplacement 65B05 65L06 Tendance linéaire
- Keyword (en)
- Acceleration Model matching Linear algebra Numerical analysis Trend analysis Complexity Convergence Decomposition Extrapolation Bottleneck Identification Implementation Iteration Prior distribution Modification Mixed distribution Decomposition method Least squares method Standards Performance Array Speed Linear trend
- Keyword (es)
- Aceleración Ajustamiento modelo Algebra lineal Análisis numérico Análisis tendencia Complejidad Convergencia Descomposición Extrapolación Gollete estrangulamiento Identificación Implementación Iteracción Ley a priori Modificación Mezcla ley probabilidad Método descomposición Método cuadrado menor Norma Rendimiento Red Velocidad desplazamiento
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02C Algebra / 001A02C06 Linear and multilinear algebra, matrix theory
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02I Numerical analysis. Scientific computation / 001A02I01 Numerical analysis / 001A02I01B Acceleration of convergence
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02I Numerical analysis. Scientific computation / 001A02I01 Numerical analysis / 001A02I01E Numerical linear algebra
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02I Numerical analysis. Scientific computation / 001A02I01 Numerical analysis / 001A02I01I Ordinary differential equations
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 21921728
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
10.1137/06065577 
https://dx.doi.org/10.1137/06065577
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