週次 |
日期 |
單元主題 |
第1週 |
02/23 |
Theme: Introduction to the course—intelligent control
Activity: Pre-test—Understand how students understand this course and core competence, Grouping
Assignment: HW1
|
第2週 |
03/02 |
Theme: Overview of fuzzy control I
Activity: Upload pre-test, IT resources
Assignment: HW2
|
第3週 |
03/09 |
Theme: Overview of fuzzy control II
Submission: HW1
|
第4週 |
03/16 |
Theme: Backward propagation neural network model (BPNN) I
Assignment: HW3
Submission: HW2 |
第5週 |
03/23 |
Theme: Backward propagation neural network model (BPNN) II |
第6週 |
03/30 |
Theme: Genetic algorithm (GA)
Assignment: HW4
Submission: HW3
|
第7週 |
04/06 |
Study day |
第8週 |
04/13 |
Theme: Information collection via UAV
|
第9週 |
04/20 |
Theme: Fuzzy set and fuzzy operation
Assignment: HW5
Submission: HW4 |
第10週 |
04/27 |
Theme: Fuzzy relationship
|
第11週 |
05/04 |
Theme: Convolutional neural network (CNN)
Assignment: HW6
Submission: HW5 |
第12週 |
05/11 |
Theme: Company visit
|
第13週 |
05/18 |
Theme: Self-organizing map neural network (SOM)
Activity: Check the progress of the final project
Assignment: HW7
Submission: HW6 |
第14週 |
05/25 |
Theme: Hopfield neural network (Hopfield)
|
第15週 |
06/01 |
Theme: Recurrent neural network (RNN)
Assignment: HW8
Submission: HW7 |
第16週 |
06/08 |
Theme: Discussion on the final project
Activity: Post-test |
第17週 |
06/15 |
Activity: Oral presentation for the final project
Activity: Upload post-test
Submission: HW8
|
第18週 |
06/22 |
Activity: Final exam. (Submit Report, PPT, simulation of final project) |