週次 |
日期 |
單元主題 |
Week 1 |
9/11 |
Course Introduction, Design Concepts |
Week 2 |
9/18 |
Design Concept, Optimization Process
Project : Select a topic
HW1
https://youtu.be/vTzhppw6ehA
https://youtu.be/4XD-WLVQeYE
https://youtu.be/Y_nfrSyTFRc
|
Week 3 |
9/25 |
Mathematical Review
HW1 Due
https://youtu.be/GVmhL_12uvw
https://youtu.be/Sicb5c-FuX0
https://youtu.be/d9h2vHBd6jk
|
Week 4 |
10/02 |
Math and Modeling(Chap.2+3)
HW2
https://youtu.be/XzJEZuSlqMA
https://youtu.be/hrFkV2yTI_M
https://youtu.be/HOUkSbng8yg
|
Week 5 |
10/09 |
Math and Modeling(Chap.2+3)
HW2 Due
https://youtu.be/oZRSFO92LcY
https://youtu.be/8E8p-qS0kS8
https://youtu.be/Ov57nvfxQE0 |
Week 6 |
10/16 |
Interior Optima(Chap 4)
Project : Problem Formulation
https://youtu.be/4J1wHLC3C6Y
https://youtu.be/h34sQXaO8wc |
Week 7 |
10/23 |
Midterm Exam(Chap 1-4) |
Week 8 |
10/30 |
Design of Experiments and Surrogate Models
HW3
https://youtu.be/fFapbVH2lDs
https://youtu.be/tP0oBNZ-ZXs
https://youtu.be/UEA3PSAhc5I |
Week 9 |
11/06 |
Differential Theory : Boundary Optima(Chap 5)
HW3 Due
https://youtu.be/ss9P6AhPjcs
https://youtu.be/IvgBhlx5DUk
https://youtu.be/yWBt2VNssY4 |
Week 10 |
11/13 |
Numerical Solutions (Chap 7)
HW4
Project : Problem Solution
https://youtu.be/3oohHSyEpzA
https://youtu.be/gFkWR8Gh_po
https://youtu.be/IGuQXH25-TM |
Week 11 |
11/20 |
Genetic Algorithm and Global Optimization Approaches
HW4 Due
Project: Results Validation
https://youtu.be/Yplmi-ozYz4
https://youtu.be/y8mATcGV2G0
https://youtu.be/jyfZJKaeaxc |
Week 12 |
11/27 |
Uncertainty Modeling
HW5
https://youtu.be/MkG4CdN8xlg
https://youtu.be/uNi6T2YkBNo
https://youtu.be/CsAgG-NYRJQ |
Week 13 |
12/04 |
Uncertainty Analysis
HW5 Due
https://youtu.be/zS6qeTw691o
https://youtu.be/a0uBe2tj3_w
https://youtu.be/Cs6uW3GP9_w
Final Project Guidelines:
https://hackmd.io/lP_ugiZTSVGjcHvUFlVr0Q |
Week 14 |
12/11 |
Invited Speaker : Dr. S.-Y. Chen, SmartDO Inc.
HW6
SmartDO
https://www.youtube.com/watch?v=5CNFDG11QY8
|
Week 15 |
12/18 |
System Design Optimization, Project Presentation
HW6 Due
Presentation Comments
https://hackmd.io/s/ryNZF6rxE |
Week 16 |
12/25 |
Project Presentation
Presentation Comments
https://hackmd.io/qeDQObilTWmXMbkPsawdXg?both |