Studying online

There are now 3 possible online modes for units:

Units with modes Online timetabled and Online flexible are available for any student to self-enrol and study online.

Units available in Online Restricted mode have been adapted for online study only for those students who require the unit to complete their studies and who are unable to attend campus owing to exceptional circumstances beyond their control. To be enrolled in a unit in Online Restricted mode, students should contact their Student Advising Office through askUWA

Click on an offering mode for more details.

Unit Overview

Description
Building software modules that can learn from, and adapt to, a changing and unknown environment is the challenge facing many real-world problems, such as multi-robot coordination and navigation, modelling and problem solving for large complex systems. This unit covers a class of nature-inspired algorithms and structures for creating programs that demonstrate emergent adaptive and intelligent behaviours, including evolutionary algorithms, neural networks, machine learning and a range of optimisation techniques powered by swarm intelligence. They can be used to solve problems ranging from complex optimisation, adaptive learning to knowledge acquisition, which form the core research areas of artificial intelligence. Numerous research questions remain when such techniques are applied in real-world situations. In this interactive, project-based unit, students are given the opportunities to explore the above-mentioned advanced topics in artificial intelligence and adaptive systems, research into one topic or technique of interest and develop and apply software solutions in simulated environments.
Credit
6 points
Offering
(see Timetable)
AvailabilityLocationMode
Semester 1UWA (Perth)Face to face
Outcomes
Students are able to (1) understand the general concepts and approaches used in building AI and adaptive systems; (2) perform a literature search and research investigation on at least one AI approach; (3) apply at least one AI approach to solve significant real-world problems; (4) participate effectively as a member of a team and contribute constructively to team goals; (5) produce scientific writing that explains the hypothesis, experimental design, and evaluation strategy of a problem solution with existing systems; and (6) explain AI approaches and their application in seminar settings..
Assessment
Indicative assessments in this unit are as follows: (1) seminars; (2) project; and (3) final examination. Further information is available in the unit outline.

Student may be offered supplementary assessment in this unit if they meet the eligibility criteria.

Unit Coordinator(s)
Associate Professor Cara MacNish
Unit rules
Prerequisites:
Enrolment in in the ( HON-CMSSE Computer Science and Software Engineering [Honours] or the 62510 Master of Information Technology or the 62530 Master of Data Science ) or ( the 62550 Master of Professional Engineering and the SP-EELEC Electrical and Electronic Engineering specialisation or the SP-ESOFT Software Engineering specialisation ) or ( the BH008 Bachelor of Advanced Computer Science [Honours] and the MJD-ARIDM Artificial Intelligence major ) and completion of 12 points of programming-based units
Co-requisites:
Nil
Incompatibility:
Nil
Note
This unit will not be offered in 2021.
  • The availability of units in Semester 1, 2, etc. was correct at the time of publication but may be subject to change.
  • All students are responsible for identifying when they need assistance to improve their academic learning, research, English language and numeracy skills; seeking out the services and resources available to help them; and applying what they learn. Students are encouraged to register for free online support through GETSmart; to help themselves to the extensive range of resources on UWA's STUDYSmarter website; and to participate in WRITESmart and (ma+hs)Smart drop-ins and workshops.
  • Unit readings, including any essential textbooks, are listed in the unit outline for each unit, one week prior the commencement of study. The unit outline will be available via the LMS and the UWA Handbook one week prior the commencement of study. Reading lists and essential textbooks are subject to change each semester. Information on essential textbooks will also be made available on the Essential Textbooks. This website is updated regularly in the lead up to semester so content may change. It is recommended that students purchase essential textbooks for convenience due to the frequency with which they will be required during the unit. A limited number of textbooks will be made available from the Library in print and will also be made available online wherever possible. Essential textbooks can be purchased from the commercial vendors to secure the best deal. The Student Guild can provide assistance on where to purchase books if required. Books can be purchased second hand at the Guild Secondhand bookshop (second floor, Guild Village), which is located on campus.