CEG/MTH 416/616 Matrix Computations

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Taylor, Ronald F.
Computer Engineering; Computer Sciences; Engineering; Physical Sciences and Mathematics
syllabus description
This course is a survey of numerical methods in linear algebra for application to problems in engineering and the sciences. Emphasis is on using modem software tools on high performance computing systems. This course covers the mathematics of linear equations, eigenvalue problems, singular value decomposition, and least squares. Material covered will be relevant to applications areas such as structural analysis, heat transfer, neural networks, mechanical vibrations, and image processing in biomedical engineering.