35212 Computational Linear Algebra
6cp; 4hpwRequisite(s): 35101 Introduction to Linear Dynamical Systems OR 33230 Mathematical Modelling 2 OR 33290 Statistics and Mathematics for Science OR 33401 Introductory Mathematical Methods
These requisites may not apply to students in certain courses. See access conditions.
In this subject, students develop familiarity with the theory of finite dimensional linear algebra, applications of this theory in areas such as statistical analysis and the solution of differential equations and some of the main computational techniques used in these applications. Topics include systems of linear equations (LU factorisation and iterative methods); vector spaces; inner product spaces; Gram-Schmidt orthogonalisation, QR decomposition; approximation theory: least squares and orthogonal polynomials; the eigenvalue problem; Singular value decomposition and applications.
Typical availability
Autumn semester, City campus
Detailed subject description.
Fee information
- 2013 contribution for commencing Commonwealth-supported students: $1045 (Note: Students who commenced prior to 1 January 2010 should consult the Fees Calculator by Subject for relevant student contribution charges for Commonwealth-supported students. Not all students are eligible for Commonwealth-supported places.)
- 2013 amount for undergraduate domestic fee-paying students: $3000 (Note: Fees for postgraduate domestic fee-paying students and international students are charged according to the course they are enrolled in. Students should refer to the annual fees schedule.)
- Subject EFTSL: 0.125
Access conditions
Note: The requisite information presented in this subject description covers only academic requisites. Full details of all enforced rules, covering both academic and admission requisites, are available at access conditions and My Student Admin.
