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COURSE INFORMATION FOR CURRENT SEMESTER/TERM

Techning Schedule

References/Teaching
Week Lecture Topics/Tutorial/Assignment
Materials
1 Introduction to computational intelligence and the course objectives Lecture notes, Reference
texts

2 Introduction to neural networks including various models Lecture notes, Reference
texts

The Perceptron model Lecture notes, Reference
3
texts

4 The back-propagation model Lecture notes, Reference
texts

5 The Perceptron model Lab Case Lecture notes, Reference
texts

6 The back-propagation model Lab Case Lecture notes, Reference
texts

7 Computational Intelligence Test Lecture notes, Reference
texts

8 Search and optimization Methods and Principles Lecture notes, Reference
texts

9 Meta-Heuristics Search and optimization: Genetic algorithm Lecture notes, Reference
texts

10 Genetic algorithm Search and Optimization Lecture notes, Reference
texts

11 Genetic algorithm Search and Optimization Lab Case 1 Lecture notes, Reference
texts

12 Genetic algorithm Search and Optimization Lab Case 2 Lecture notes, Reference
texts

13 Computational Intelligence Real Engineering Projects and Presentation Lecture notes, Reference
texts, publications

14 Review of Computational Intelligence Application Discussion Lecture notes, Reference
texts

UM—PT01-PK03-BR004(BI)-S04