CCO - 02.2.01 - Intelligent Systems Design

Total of Credits: 8
Hours for Theoretical Classes: 60
Hours for Exercises or Seminars: 60

Objective

  • Presenting concepts of intelligent systems and the necessary steps for their development
  • Analyze the main issues related to these systems, such as the representation and acquisition of knowledge as well as the treatment of uncertain information and the design of experiments to validate hypotheses
  • Motivating the practice with case studies

Catalog Description

  • Characterization of intelligent systems
  • Knowledge acquisition and representation
  • Uncertain knowledge treatment
  • Intelligent systems techniques and applications
  • Fools for the development of intelligent systems
  • Hybrid Intelligent Systems
  • Intelligent systems design steps
  • Case studies

Main Bibliography

  1. REZENDE, S. O. et al. Sistemas Inteligentes - Fundamentos e Aplicações, Ed. Manole, 2003.
  2. RUSSEL, S. and NORVIG, P. Artificial Intelligence: A Modern Approach, 4th. ed., Prentice Hall, 2020.
  3. NEGNEVITSKY, M. Artificial Intelligence: A Guide to Intelligent Systems, 3rd. ed. Addison Wesley, 2011.
  4. LUGER, G. F. Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 6th. ed., Pearson, 2008.