SKB5153 ARTIFICIAL INTELLIGENCE (KECERDIKAN BUATAN)

Topic outline

• General
  

  General

  Lecturer : ROSLINA BT RASHID Semester : 1 2010/2011

  
  

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  Synopsis
  
  

  This introduction course of Artificial Intelligence (AI) will explain the meaning of AI and elaborate the most popular and frequently used Artificial Intelligence technologies. Application of AI technologies in chemical and bioprocess field will be explored. This course will also introduce a simple programming of AI using MATLAB. This course employs Cooperative Learning and self directed learning.

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  This work, SKB5153 ARTIFICIAL INTELLIGENCE by ROSLINA BT RASHID is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. Based on a work at ocw.utm.my.

  
  
  
  

  
  
• Topic 1
  

  Topic 1

  Introduction to Artificial Intelligence
  peer notes/ guided questions

  • AI Introduction File
• Topic 2
  

  Topic 2

  Introduction to Expert system
  Peer Presentation - expert
  Quiz on expert system

  • AI tools & Knowledge Engineering File
  • AI tools - explanation File
• Topic 3
  

  Topic 3

  Modeling
  

  • Modeling / System Identification File
• Topic 4
  

  Topic 4

  Neural Network Introduction

  • Neural Network Introduction File
• Topic 5
  

  Topic 5

  neural network - MLP
  

  • Perceptron vs MLP File
• Topic 6
  

  Topic 6

  Evolutionary computation -GENETIC ALGORITHM
  

  • example of GA presentation File
• Topic 7
  

  Topic 7

  GUIDED PEER NOTES ON FUZZY
  

  • Fuzzy expert notes File