MONASH UNIVERSITY FACULTY HANDBOOKS

Science Handbook 1996

Published by Monash University
Clayton, Victoria 3168, Australia

Authorised by Academic Registrar, April 1996


GCO3815

Artificial intelligence

BS

Mr T S Roberts

6 points + 4 hours per week + Second semester + Gippsland/Distance + Prerequisites: GCO1812 + Prohibitions: CSC3091, RDT3691

Objectives Students completing this subject should be able to explain the fundamental concepts of artificial intelligence; describe some AI techniques and applications; use Prolog to solve problems and build expert systems.

Synopsis Can machines think? the physical symbol system hypothesis; history of AI; the Turing test; languages of AI; the structure of Prolog; facts, rules, queries; instantiation and backtracking; list processing; depth-first and breadth-first searches; directed searches and the A* algorithm; knowledge representation; frames, scripts; expert systems; learning; genetic algorithms; neural networks; backpropagation. Access to the university's computer systems via modem is compulsory for distance education students.

Assessment Examination (3 hours): 70% + Other assessment modes: 30%

Prescribed texts


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