|
週次 |
日期 |
單元主題 |
|
第1週 |
2/19 |
Course Introduction, Design Concepts |
|
第2週 |
2/26 |
Optimization : Basics |
|
第3週 |
3/05 |
Optimization : Algorithms |
|
第4週 |
3/12 |
Multiobjective Optimization : Examples and Pareto Set |
|
第5週 |
3/19 |
Multiobjective Optimization : Pareto Set Generation |
|
第6週 |
3/26 |
Multiobjective Optimization : Algorithms |
|
第7週 |
4/02 |
Uncertainty Models : Interval, Fuzzy, Random |
|
第8週 |
4/09 |
Midterm Exam |
|
第9週 |
4/16 |
Robust Optimization : Review and Comparisons |
|
第10週 |
4/23 |
Robust Optimization : Algorithms and Applications |
|
第11週 |
4/30 |
Reliability-Based Optimization : FORM/SORM/MCS |
|
第12週 |
5/07 |
Reliability-Based Optimization : Algorithms |
|
第13週 |
5/14 |
Reliability-Based Optimization : Maximal Reliability |
|
第14週 |
5/21 |
Design for Six Sigma (DFSS) : Concepts and Theories |
|
第15週 |
5/28 |
Design for Six Sigma (DFSS) : Applications |
|
第16週 |
6/04 |
Surrogate Modeling in Design : Polynomial Regression, Neural Network, Kriging |
|
第17週 |
6/11 |
Project Presentation (Session 1) |
|
第18週 |
6/18 |
Project Presentation (Session 2) |