Course Title: Intelligent Systems
Part A: Course Overview
Course Title: Intelligent Systems
Credit Points: 12.00
Course Code |
Campus |
Career |
School |
Learning Mode |
Teaching Period(s) |
EEET2171 |
City Campus |
Undergraduate |
125H Electrical & Computer Engineering |
Face-to-Face | Sem 2 2006, Sem 2 2007, Sem 2 2008 |
EEET2316 |
City Campus |
Postgraduate |
125H Electrical & Computer Engineering |
Face-to-Face | Sem 2 2008 |
Course Coordinator: Professor Xinghuo Yu
Course Coordinator Phone: +61 3 99255317
Course Coordinator Email: x.yu@rmit.edu.au
Pre-requisite Courses and Assumed Knowledge and Capabilities
Basic knowledge of Advanced Calculus and Linear Algebra.
Ability to use one computational language is essential (e.g. Matlab, C/C++, Java, or equivalent).
Course Description
This course will introduce students to some of the fast growing and fascinating research areas in Intelligent Systems Technologies.
Students will gain a working knowledge of neural networks, fuzzy systems, evolutionary computation as well as some exposure to expert systems, and be capable of applying these techniques in a variety of engineering applications.
Objectives/Learning Outcomes/Capability Development
This course contributes to the following Program Learning Outcomes:
1.3 In-depth understanding of specialist bodies of knowledge within the engineering discipline.
2.1 Application of established engineering methods to complex engineering problem solving.
2.2 Fluent application of engineering techniques, tools and resources
To gain basic understanding of the underlying principles and philosophy of computational intelligence systems technologies.
Be capable of constructing intelligent systems (in software) that perform useful engineering tasks.
Overview of Learning Activities
Understanding basic concepts and principles through case studies, mathematical analysis and computational implementation.
Overview of Learning Resources
A recommended textbook can be purchased from the RMIT bookshop.
There are also many good reference books at the Library which can be used. Internet is another good source of references.
Overview of Assessment
The assessment comprises two assignments and one closed book examination at the end of the semester.
In order to pass the course, you MUST pass the examination.