Publications

Tianruo Yang (1996b).
Error Analysis for Incomplete Modified Gram-Schmidt Preconditioner . In Proceedings of Prague Mathematical Conference (PMC-96), Mathematical Institute of the Academy of Sciences, Zitza 25, CZ-115 67 Praha, Czech Republic, 1996.

Tianruo Yang (1996c).
Accuracy of Preconditioned CG-type Methods for Least Squares Problems. In Proceedings of Sixth Conference of the International Linear Algebra Society (ILAS-96), Technische Universität Chemnitz-Zwickau, Chemnitz, Germany.

Tianruo Yang (1996d).
New IMGS-based Preconditioners for Least Squares Problems . In Proceedings of First Workshop on Numerical Analysis and Applications (WNAA-96), Center of Applied Mathematics and Informatics, University of Rousse, Rousse 7017, Bulgaria. To appear in Lecture Notes in Computer Science, Springer-Verlag, 1996.

Tianruo Yang (1996e).
Parallel Least Squares Problems on Massively Distributed Memory Computers, In Proceedings of The Eleventh International Conference on Computer and Information Sciences (ISCIS-XI), Antalya, Turkey, 1996.

Tianruo Yang (1996f).
Execution Time Analysis for Least Squares Problems on Massively Parallel Distributed Memory Computers, In Proceedings of International Conference on Computational Modeling and Computing (CMCP-96), Dubna, Russia, 1996.

Tianruo Yang (1996g).
Parallel Inner Product-free Algorithm for Least Squares Problems, In Proceedings of Workshop on Applied Parallel Computing in Industrial Problems and Optimization (PARA-96), Lyngby, Denmark. To appear in Lecture Notes in Computer Science, Springer-Verlag, 1996.

Tianruo Yang (1996h).
Iterative Solvers for Linear Systems on Parallel Computers, In Proceedings of 4th Workshop on Scientific (Parallel and Distributed) Computing (PARALLEL-96), Shaker-Verlag, Braunschweig, Germany, 1996.

Å. Björck and Tianruo Yang (1996i).
Krylov Subspace Algorithms for Total Least Squares Problems, Submitted for publication, LiTH-MAT-R-96, Linköping University,1996.

Tianruo Yang (1996j).
Iterative Methods for Least Squares and Total Least Squares Problems, Thesis, LiU-Tek-Lic 1996:25, Linköping University, 1996.

Tianruo Yang(1997a).
Solving Sparse Least Squares Problems on Massively Distributed Memory Computers, In Proceedings of International Conference on Advances in Parallel and Distributed Computing (APDC-97), Shanghai, P.R.China, 1997.

Tianruo Yang and Man Lin (1997b).
Iterative Total Least Squares Filter in Robot Navigation , In Proceedings of IEEE 1997 International Conference on Acoustics, Speech, and Signal Processing (ICASSP-97), Munich, Germany, 1997.

Tianruo Yang and Man Lin (1997c).
Krylov Subspace for Total Least Squares Filter in Robot Navigation, Submitted to 1997 IEEE International Workshop on Signal Processing Systems, Design and Implementation (SiPS-97), De Montfort University, Leicester, UK, 1997.

Tianruo Yang (1997d).
A Parallel Preconditioned Inner Product-Free Algorithm for Sparse Least Squares Problems, In Proceedings of 1997 International Conference on High Performance Computing 97: Grand Challenges in Computer Simulation (HPC-97), Atlanta, Georgia, 1997.

Tianruo Yang (1997e).
Data Distribution and Communication Schemes for Least Squares Problems on Massively Distributed Memory Computers, In Proceedings of 1997 International Conference on High Performance Computing 97: Grand Challenges in Computer Simulation (HPC-97), Atlanta, Georgia, 1997.

Tianruo Yang (1997f).
Modified Chebyshev Polynomial Preconditioner for Least Squares Problems on Massively Distributed Memory Computers, In Proceedings of The Second Workshop on Advanced Parallel Processing Technologies (APPT-97), Koblenz, Germany, 1997.

Tianruo Yang (1997g).
Best Data Decomposition Model of PCGLS for Parallel Sparse Least Squares Problems , In Proceedings of The Second Workshop on Advanced Parallel Processing Technologies (APPT-97), Koblenz, Germany, 1997.

Tianruo Yang (1997h).
Data Distribution Analysis of MCGLS Algorithm for Parallel Least Squares Problems , In Proceedings of The 8th SIAM Conference on Parallel Processing for Scientific Computing (PPSC-97), Minneapolis, Minnesota, 1997.

Tianruo Yang (1997i).
Scalability Analysis of CGLS Algorithm for Sparse Least Squares problems on Massively Distributed Memory Computers , In Proceedings of The 8th SIAM Conference on Parallel Processing for Scientific Computing (PPSC-97), Minneapolis, Minnesota, 1997.

Tianruo Yang and Man Lin (1997j).
Rayleigh Quotient Iteration for Total Least Squares Filter in Robot Navigation , In Proceedings of The First European Conference on Signal Analysis and Prediction (ECSAP-97), Prague, Czech Republic, 1997.

Tianruo Yang and Hai-Xiang Lin (1997k).
Isoefficiency Analysis of CGLS Algorithm for Parallel Least Squares Problems , In Proceedings of The International Conference on High Performance Computing and Networking (HPCN-97), Vienna, Austria, 1997.

Tianruo Yang and Hai-Xiang Lin (1997l).
The Improved Quasi-Minimal Residual Method on Massively Distributed Memory Computers , In Proceedings of The International Conference on High Performance Computing and Networking (HPCN-97), Vienna, Austria, 1997.

Tianruo Yang and Man Lin (1997m).
Krylov Subspace for Total Least Squares Filter in Robot Navigation, Submitted to IEEE Transactions on Circuits and Systems, 1997.

Tianruo Yang and Hai-Xiang Lin (1997n).
Performance Evaluation of the Improved Quasi-Minimal Residual Method on Massively Distributed Memory Computers , In Proceedings of the 5th International Conference on Applications of High Performance Computers in Engineering (AHPCE-97), Santiego de Compostela, Spain, 1997.

Tianruo Yang and Hai-Xiang Lin (1997o).
Performance Analysis of the IQMR Method on Bulk Synchronous Parallel Architectures , In Proceedings of The International Workshop on Computational Science and Engineering (IWCSE'97), Hefei, P.R.China, 1997.

Tianruo Yang and Hai-Xiang Lin (1997p).
The Improved Quasi-Minimal Residual Method on Massively Distributed Memory Computers , To appear in IEICE Transactions on Information and Systems (Special Issue on Architectures, Algorithms and Networks for Massively Parallel Computing), 1997.

Tianruo Yang (1997q).
The Waveform IQMR Accelerated Technique for Parallel Transient Simulation of Semiconductor Devices . Submitted to The 10th International Conference on Parallel and Distributed Computing Systems (ICPDCS-97), New Orleans, Louisiana, USA, 1997.

Tianruo Yang (1997r).
Parallel IQMR Method for Unsymmetric Large and Sparse Linear Systems in Computational Fluid Dynamics , In Proceedings of The International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA-97), Las Vegas, Nevada, 1997.

Tianruo Yang (1997s).
The Improved Unsymmetric Lanczos Process on Massively Distributed Memory Computers , In Proceedings of The International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA-97), Las Vegas, Nevada, 1997.

Tianruo Yang and Hai-Xiang Lin (1997t).
Efficient Implementation of the Improved Quasi-Minimal Residual Method on Massively Distributed Memory Computers , In Proceedings of The 4th International Symposium on Solving Irregularly Structured Problems in Parallel (IRREGULAR-97), Paderborn, Germany, 1997.

Tianruo Yang (1997u).
Efficient Implementation of the Improved Unsymmetric Lanczos Process on Massively Distributed Memory Computers , In Proceedings of The 4th International Conference on Parallel Computing Technologies (PaCT-97), Yaroslavl, Russia, 1997.

Tianruo Yang and Hai-Xiang Lin (1997v).
The Highly Parallel Incomplete Gram-Schmidt Preconditioner , In Proceedings of The 4th International Conference on Parallel Computing Technologies (PaCT-97), Yaroslavl, Russia, 1997.

Tianruo Yang and Hai-Xiang Lin (1997w).
The Parallel Incomplete Gram-Schmidt Preconditioner on Massively Distributed Memory Computers , In Proceedings of to The 2nd International Conference on Parallel Processing and Applied Mathematics (PPAM-97), Zakopane, Poland, 1997.

Tianruo Yang (1997x).
The Hybrid Accelerated Waveform Technique for Parallel Device Transient Simulation , In Proceedings of The 2nd International Conference on Parallel Processing and Applied Mathematics (PPAM-97), Zakopane, Poland, 1997.

Tianruo Yang (1997y).
An Efficient Parallel Algorithm for Restoring Images Degraded by Spatially-Variant Blur , Submitted to The IASTED International Conference on Signal and Image Processing (ICSIP-97), New Orleans, Louisiana, U.S.A, 1997.

Tianruo Yang (1997z).
Rayleigh Quotient and Modified Conjugate Gradients for Total Least Squares Filter , Submitted to The IASTED International Conference on Signal and Image Processing (ICSIP-97), New Orleans, Louisiana, U.S.A, 1997.

Tianruo Yang (1997aa).
Parallel Computation of Total Least Squares Filter on Robot Navigation, In Proceedings of The 8th International Conference on Signal Processing Applications and Technology (ICSPAT-97), San Diego, 1997.

Tianruo Yang and Man Lin (1997bb).
Rayleigh Quotient Iteration for Total Least Squares Filter in Robot Navigation , To appear in International Journal on Signal Processing, Elsevier Science Publishers, 1997.

Tianruo Yang and Hai-Xiang Lin (1997cc).
Performance Analysis of the Efficient Implementation of Improved Quasi-Minimal Residual Method on Bulk Synchronous Parallel Model , Invited Lecture at The Sixth International Colloquium on Numerical Analysis and Computer Science with Applications (ICNACSA-97), Plovdiv, Bulgaria, 1997.

Tianruo Yang and Hai-Xiang Lin (1997dd).
Davidson Method for Large and Sparse Total Least Squares Problems , Invited Lecture at The Sixth International Colloquium on Numerical Analysis and Computer Science with Applications (ICNACSA-97), Plovdiv, Bulgaria, 1997.

Tianruo Yang (1997ee).
An Efficient Implementation of MCGLS Method for Sparse Least Squares Problems on Massively Distributed Memory Computers, In Proceedings of The International Conference on Parallel Computing (ParCo97), Bonn, Germany, 1997.

Tianruo Yang and Hai-Xiang Lin (1997ff).
The Efficient Parallel Preconditioned Lanczos Method for Large and Sparse Eigenvalue Problems , In Proceeedings of International Conference on Preconditioned Iterative Solution Methods for Large Scale Problems in Scientific Computations (PRISM-97), University of Nijmegen, The Netherlands, 1997.

Tianruo Yang (1997gg).
Preconditioned Rayleigh Quotient and Modified Conjugate Gradients for Total Least Squares Filter in Robot Navigation , In Proceedings of the International Conference on Imaging Science, Systems, and Technology (CISST'97), Las Vegas, Nevada, USA, 1997.

Tianruo Yang (1997hh).
An Efficient Inner Product-free Parallel Algorithm for Restoring Images Degraded by Spatially-Variant Blur , In Proceedings of the International Conference on Imaging Science, Systems, and Technology (CISST'97), Las Vegas, Nevada, USA, 1997.

Tianruo Yang (1997ii).
Davidson Method for Total Least Squares Filter in Robot Navigation , Submitted to IEEE/EURASIP International Workshop on Nonlinear Signal and Image Processing (NSIP-97), Michigan, USA, 1997.

Tianruo Yang (1997jj).
Parallel Tensor-GMRES Method for Large and Sparse Nonlinear Systems , Submitted to IEEE/EURASIP International Workshop on Nonlinear Signal and Image Processing (NSIP-97), Michigan, USA, 1997.

Tianruo Yang (1997kk).
Solving Sparse Least Squares Problems in Seismic Travel Tomography on Bulk Synchronous Parallel Architectures , In Proceedings of The International Symposium of High Performance Computing in Seismic Modeling, Zaragoza, Spain, 1997.

Tianruo Yang (1997ll).
Parallel Newton-GMRES Method for Large and Sparse Nonlinear Equations , In Proceedings of The International Symposium of High Performance Computing in Seismic Modeling, Zaragoza, Spain, 1997.

Tianruo Yang (1997mm).
An Efficient Hierarchical Algorithm for Module Placement for Large Chips , In Proceedings of The 7th International Symposium on Integrated Circuits, Technology, Systems and Applications (ISIC-97), Singapore, 1997.

Tianruo Yang (1997nn).
An Efficient Accelerated Waveform Method for Parallel Transient Simulation of Semiconductor Devices , In Proceedings of The 7th International Symposium on Integrated Circuits, Technology, Systems and Applications (ISIC-97), Singapore, 1997.

Tianruo Yang (1997oo).
Efficient Parallel PVL Algorithm For Large Linear Circuit Analysis, Submitted to International Workshop on Scientific Computing in Electrical Engineering, Darmstadt, Germany, 1997.

Tianruo Yang (1997pp).
The Parallel Waveform IQMR Accelerated Technique for Device Transient Simulation on Massively Distributed Memory Computers , Submitted to International Workshop on Scientific Computing in Electrical Engineering, Darmstadt, Germany, 1997.

Tianruo Yang (1997qq).
Total Least Squares Filter for Robot Localization , In Proceedings of The 13th International Conference on Digital Signal Processing, Santorini, Greece, 1997.

Tianruo Yang and Hai-Xiang Lin (1997rr).
Performance Prediction of the Parallel Improved Quasi-Minimal Residual Method for Large and Sparse Unsymmetric Linear Systems , In Proceedings of The 9th International Conference on Parallel and Distributed Computing and Systems (PDCS-97), Washington, U.S.A, 1997.

Tianruo Yang and Man Lin (1997ss).
An Efficient Total Least Squares Algorithm to FIR Adaptive Filtering, Invited Lecture at The International Conference on Digital Signal Processing in Telecommunications -- Application, Technology and Theory (ICDSPTele-97), Toronto, Ontario, Canada, 1997.

Tianruo Yang and Man Lin (1997tt).
Iterative Total Least Squares Approach for Linear Prediction Equation, Invited Lecture at The International Conference on Digital Signal Processing in Telecommunications -- Application, Technology and Theory (ICDSPTele-97), Toronto, Ontario, Canada, 1997.