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VanHuffel

swMATH ID: 5243
Software Authors: van Huffel, Sabine; Vandewalle, Joos
Description: The total least squares problem: computational aspects and analysis. Total least squares (TLS) is one of the several linear parameter estimation techniques that have been devised to compensate for data errors. It is also known as the errors-in-variables model. The renewed interest in the TLS method is mainly due to the development of computationally efficient and numerically reliable TLS algorithms. Much attention is paid in this book to the computational aspects of TLS and new algorithms are presented. .. (netlib vanhuffel)
Homepage: http://www.netlib.org/vanhuffel/
Programming Languages: Fortran
Keywords: total least squares; errors-in-variables model; TLS method; new algorithms; singular value decomposition; geometric comparison; LS problems; a priori information; convergence properties; linear equations; least squares problems
Related Software: Regularization tools; mctoolbox; UTV; LAPACK; Matlab; ARPACK; LINPACK; LSQR; GQTPAR; SeDuMi; Eigtool; ScaLAPACK; svdpack; ElemStatLearn; GMBACK; PROPACK; OPQ; NAG; NLREG; JDQZ
Cited in: 225 Publications
all top 5

Cited by 388 Authors

18 Van Huffel, Sabine
9 Wei, Yimin
8 Nievergelt, Yves
7 Liu, Qiaohua
6 Barlow, Jesse L.
6 Sayed, Ali H.
5 Beck, Amir
5 Markovsky, Ivan
5 Mastronardi, Nicola
4 Chandrasekaran, Shivkumar
4 De Moor, Bart L. R.
4 Hnětynková, Iveta
4 Jukić, Dragan
4 Lemmerling, Philippe
4 Paige, Christopher C.
4 Plešinger, Martin
4 Scitovski, Rudolf
4 Wei, Musheng
3 Amaral, Paula Alexandra
3 Kukush, Oleksandr Georgiĭovych
3 Ng, Michael Kwok-Po
3 Park, Haesun
3 Schaffrin, Burkhard
3 Sima, Diana Maria
3 Wang, Leyang
3 Yoon, Peter A.
3 Yu, Fengbin
2 Alwazzi, Samir A.
2 Baboulin, Marc
2 Babuška, Robert
2 Barahona, Pedro
2 Bernstein, Dennis S.
2 Bose, Nirmal K.
2 Calafiore, Giuseppe Carlo
2 Chang, Xiaowen
2 Chen, Cuiping
2 Cheng, Chi-Lun
2 Crambes, Christophe
2 De Lathauwer, Lieven
2 Diao, Huaian
2 El Ghaoui, Laurent M.
2 Eldar, Yonina Chana
2 Erbay, Hasan
2 Fierro, Ricardo D.
2 Fišerová, Eva
2 Garbe, Christoph S.
2 Golub, Gene Howard
2 Gratton, Serge
2 Gu, Ming
2 Gulliksson, Mårten E.
2 Hron, Karel
2 Jähne, Bernd
2 Jia, Zhigang
2 Jun, Byung-Eul
2 Kneip, Alois Richard
2 Krajsek, Kai
2 Lampe, Jörg
2 Lecoeuche, Stéphane
2 Li, Hanyu
2 Meng, Lingsheng
2 Mercère, Guillaume
2 Nascimento, Vitor H.
2 O’Leary, Dianne P.
2 Pintelon, Rik
2 Ramos, José Alfredo
2 Sarda, Pascal
2 Scharr, Hanno
2 Söderström, Torsten
2 Stoica, Petre Gheorghe
2 Strakoš, Zdeněk
2 Teboulle, Marc
2 Titley-Péloquin, David
2 Trafalis, Theodore B.
2 Vandewalle, Joos P.
2 Voss, Heinrich
2 Wang, Shaoxin
2 Xia, Yong
2 Xiang, Hua
2 Xie, Pengpeng
2 Xu, Peiliang
2 Yang, Meijia
2 Žáková, Jana
2 Zha, Hongyuan
2 Zhang, Kun
2 Zhang, Songlin
2 Zheng, Bing
1 Aach, Til
1 Aba, K.
1 Abdou, Ahmed
1 Agüero, Juan-Carlos
1 Almekkawy, Mohamed
1 Andres, Björn
1 Antoch, Jaromír
1 Arıkan, Orhan
1 Arridge, Simon R.
1 Aswani, Anil
1 Athanaselis, Theologos
1 Aydin, Dursun
1 Bacchus, Fahiem
1 Bagherpour, Negin
...and 288 more Authors
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Cited in 87 Serials

24 Linear Algebra and its Applications
16 SIAM Journal on Matrix Analysis and Applications
9 Automatica
9 Numerical Algorithms
9 Computational Statistics and Data Analysis
6 Applied Mathematics and Computation
6 BIT
6 Journal of Computational and Applied Mathematics
6 Numerical Linear Algebra with Applications
5 Applied Numerical Mathematics
4 Inverse Problems
4 Signal Processing
3 Numerische Mathematik
3 Applied Mathematics Letters
3 International Journal of Adaptive Control and Signal Processing
3 Communications in Statistics. Simulation and Computation
3 International Journal of Computer Mathematics
3 International Journal of Computer Vision
2 Artificial Intelligence
2 International Journal of General Systems
2 Journal of the Franklin Institute
2 Mathematics of Computation
2 The Annals of Statistics
2 Journal of Optimization Theory and Applications
2 Mathematics and Computers in Simulation
2 Parallel Computing
2 Computers & Operations Research
2 IEEE Transactions on Signal Processing
2 Computational Mathematics and Mathematical Physics
2 Mathematical Programming. Series A. Series B
2 SIAM Journal on Scientific Computing
2 Statistical Papers
2 Journal of Geodesy
2 Modern Stochastics. Theory and Applications
1 Applicable Analysis
1 Computer Physics Communications
1 Journal of Mathematical Analysis and Applications
1 Journal of Mathematical Biology
1 Physics Letters. A
1 Scandinavian Journal of Statistics
1 Ukrainian Mathematical Journal
1 Acta Universitatis Palackianae Olomucensis. Facultas Rerum Naturalium. Mathematica
1 Annals of the Institute of Statistical Mathematics
1 Calcolo
1 IEEE Transactions on Automatic Control
1 Journal of Statistical Planning and Inference
1 Circuits, Systems, and Signal Processing
1 Computer Aided Geometric Design
1 Physica D
1 Numerical Methods for Partial Differential Equations
1 Neural Networks
1 Multidimensional Systems and Signal Processing
1 Machine Learning
1 Applications of Mathematics
1 Journal of Global Optimization
1 Applied Mathematical Modelling
1 Automation and Remote Control
1 Communications in Statistics. Theory and Methods
1 Journal of Statistical Computation and Simulation
1 SIAM Review
1 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
1 Computational Optimization and Applications
1 Computational and Applied Mathematics
1 Constraints
1 INFORMS Journal on Computing
1 Mathematical Problems in Engineering
1 European Journal of Control
1 Journal of Vibration and Control
1 Mathematical Communications
1 Multibody System Dynamics
1 Taiwanese Journal of Mathematics
1 Sibirskiĭ Zhurnal Industrial’noĭ Matematiki
1 Journal of Applied Statistics
1 Stochastic Environmental Research and Risk Assessment
1 JP Journal of Algebra, Number Theory and Applications
1 Multiscale Modeling & Simulation
1 Science in China. Series F
1 Inverse Problems in Science and Engineering
1 Journal of Zhejiang University. Science A
1 Advanced Textbooks in Economics
1 Frontiers in Applied Mathematics
1 SIAM Monographs on Mathematical Modeling and Computation
1 Computational & Mathematical Methods in Medicine
1 The Annals of Applied Statistics
1 Asian Journal of Control
1 Communications and Control Engineering
1 Springer Praxis Books

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