| EPSRC Reference: |
EP/C513053/1 |
| Title: |
Parallel Block Jacobi-Like Algorithms For The Singular Valve Decomposition Of Large Sparce Matrices |
| Principal Investigator: |
Bez, Dr H |
| Other Investigators: |
|
| Researcher Co-Investigators: |
|
| Project Partners: |
|
| Department: |
Computer Science |
| Organisation: |
Loughborough University |
| Scheme: |
Standard Research (Pre-FEC) |
| Starts: |
12 January 2005 |
Ends: |
11 November 2005 |
Value (£): |
29,803
|
| EPSRC Research Topic Classifications: |
|
| EPSRC Industrial Sector Classifications: |
| No relevance to Underpinning Sectors |
|
|
| Related Grants: |
|
| Panel History: |
|
|
Summary on Grant Application Form |
|
The purpose of this Visiting Fellowship application is to enable Dr. Gabriel Oksa to collaborate with Dr. Ondrej Sykora and Prof. David Evans at Loughborough University for 6 months. The aim of the research during his stay will be to devise new and efficient parallel Jacobi-like algorithms for the singular value decomposition (SVD) of large sparse matrices. Efficient parallel algorithms for SVD will be developed based on the dynamic ordering of subproblems. To achieve this aim we will analyse bipartite graph partitioning methods and apply heuristic approaches to the bipartite graph partitioning problem. We will consider both theoretical and practical (implementation and simulation) aspects.
|
|
Key Findings |
|
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk
|
|
Potential use in non-academic contexts |
|
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk
|
|
Impacts |
|
| Description |
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk |
| Summary |
|
| Date Materialised |
|
|
|
|
Sectors submitted by the Researcher |
|
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk
|
| Project URL: |
|
| Further Information: |
|
| Organisation Website: |
http://www.lboro.ac.uk |