COMP8802 Fundamentals of Computational Intelligence GE

Introduction to computers and operating, network and intelligent systems. History of machine computation; System architecture - hardware, firmware, software and virtual; Boolean logic; Sets and relations; Data abstraction and manipulation; Algorithms and algorithmic design; Complexity of algorithms; Programming and scripting languages and toolboxes; File and database systems; Human-machine interaction; Computer graphics.

This topic aims to introduce students to the fundamentals of computation so that they will have the requisite background and context to appreciate the material in subsequent ICT and AI/CI topics as well as the capability of configuring and running publicly available software.

1. Examine the fundamentals, nature and limitations of computation
2. Apply standard representations of data and the translation to and from standard forms
3. Evaluate the structure of intelligent systems and their use
4. Understand the social and ethical implications of the application of intelligent systems
5. Construct simple imperative programs and scripts
6. Use standard Artificial Intelligence and Computational Intelligence toolboxes
7. Survey and evaluate a selection of emerging computer science technologies