- Code MATH6103
- Unit Value 6 units
- Offered by Mathematical Sciences Institute
- ANU College ANU Joint Colleges of Science
- Course subject Mathematics
- Areas of interest Mathematics
The use of mathematical models has grown rapidly in recent years, owing to the advent of cheap and powerful computers, expanding from applications in the physical and earth sciences to the biological and environmental sciences, and now into industry and commerce.
In this course we study:
- The process of starting with an initial succinct non-mathematical description of a problem
Formulate associated mathematical models.
- Introduce new mathematical techniques and then determine and interpret solutions that are useful in a real life context.
- General computational and mathematical techniques and strategies will be introduced by examining specific scientific and industrial problems.
The topics to be covered in this course include:
- Model type selection and formulation
- Data analysis techniques (time/space and frequency domain)
- State Space and Transfer Function Models
- Model Structure Identification
- Testing and Sensitivity Analysis
Computations will be done using modern high level scientific computing environments such as SCILAB or PYTHON.
Note: Graduate students attend joint classes with undergraduates but are assessed separately.
Upon successful completion, students will have the knowledge and skills to:
On satisfying the requirements of this course, students will have the knowledge and skills to:
1. Design a model based on the basic processes and behaviour of a system and different ways of representing them
2. Evaluate the issues in building and evaluating models, taking into account their purpose and prior knowledge
3. Explain and use some important modelling tools (transfer function, state space, frequency-domain and DE-based models as well as data analysis techniques)
4. Discuss the role of modelling in both industry and science
5. Explain sensitivity and uncertainty analysis techniques
Assessment will be based on:
- Exam (40%; LO 1, 2, 3, 4, 5)
- Project designing and evaluating a model for a selected system (30%; LO 1, 2)
- Three assignments demonstrating ability to apply techniques (10% each; LO 2, 3, 5)
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WorkloadThree hours per week and regular workshops/computer labs.
Requisite and Incompatibility
You will need to contact the Mathematical Sciences Institute to request a permission code to enrol in this course.
Tuition fees are for the academic year indicated at the top of the page.
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- Student Contribution Band:
- Unit value:
- 6 units
If you are an undergraduate student and have been offered a Commonwealth supported place, your fees are set by the Australian Government for each course. At ANU 1 EFTSL is 48 units (normally 8 x 6-unit courses). You can find your student contribution amount for each course at Fees. Where there is a unit range displayed for this course, not all unit options below may be available.
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