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FIT3080 - Artificial intelligence

6 points, SCA Band 2, 0.125 EFTSL

Undergraduate Faculty of Information Technology

Offered

Clayton Second semester 2007 (Day)
Malaysia Second semester 2007 (Day)

Synopsis

This unit includes history and philosophy of artificial intelligence; intelligent agents; problem solving and search (problem representation, heuristic search, iterative improvement, game playing); knowledge representation and reasoning (extension of material on propositional and first-order logic for artificial intelligence applications, situation calculus, planning, frames and semantic networks); expert systems overview (production systems, certainty factors); reasoning under uncertainty (belief networks compared to other approaches such as fuzzy logic); machine learning (decision trees, neural networks, genetic algorithms).

Assessment

Assignments: 40%; Examination (3 hours): 60%.

Contact hours

3 hours per week

Prerequisites

FIT2004 and FIT2014 or CSE2303 and CSE2304

Prohibitions

CSC2091, CSC3091, CSE2309, CSE3309, DGS3691, GCO3815, GCO7835, RDT3691