units

MTH2025

Faculty of Science

18 September 2017 22 November 2024
Monash University

Undergraduate - Unit

This unit entry is for students who completed this unit in 2015 only. For students planning to study the unit, please refer to the unit indexes in the the current edition of the Handbook. If you have any queries contact the managing faculty for your course or area of study.

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6 points, SCA Band 2, 0.125 EFTSL

Refer to the specific census and withdrawal dates for the semester(s) in which this unit is offered.

LevelUndergraduate
FacultyFaculty of Science
Organisational UnitSchool of Mathematical Sciences
OfferedClayton First semester 2015 (Day)
Coordinator(s)Dr Tim Garoni

Synopsis

Vector spaces, linear transformations. Determinants, eigenvalue problems. Inner products, symmetric matrices, quadratic forms. Linear functionals and dual spaces. Matrix decompositions, least squares approximation, power method. Applications to areas such as coding, economics, networks, graph theory, geometry, dynamical systems, Markov chains, differential equations.

Outcomes

On completion of this unit students will be able to:

  1. Understand concepts related to vector spaces, including subspace, span, linear independence and basis;
  2. Understand properties of linear transformations and identify their kernel and range;
  3. Diagonalize real matrices by computing their eigenvalues and finding their eigenspaces;
  4. Understand matrix decomposition techniques;
  5. Understand concepts related to inner product spaces and apply these to problems such as least-squares data fitting;
  6. Develop and apply tools from linear algebra to a wide variety of relevant situations;
  7. Understand and apply relevant numerical methods and demonstrate computational skills in linear algebra;
  8. Present clear mathematical arguments in both written and oral forms;
  9. Develop and present rigorous mathematical proofs.

Assessment

Final examination: 70%
Assignments and tests: 30%

Workload requirements

Three 1-hour lectures, one 1-hour workshop and one 2-hour support class per week

See also Unit timetable information

Chief examiner(s)

Dr Tim Garoni

This unit applies to the following area(s) of study

Mathematics and statistics

Prerequisites

A High Distinction in MTH1030 or a Distinction in MTH1035 or by approval of the Head of School of Mathematical Sciences. In order to enrol in this unit students will need to apply via the Faculty of Science office.

Prohibitions

MTH2021