| PRE-REQUISITE | DSAA 2011 OR DSAA 2012 OR AIAA 3111 |
|---|---|
| CROSS CAMPUS COURSE EQUIVALENCE | MATH 4335 |
| DESCRIPTION | This course introduces fundamental theory and techniques of optimization. Topics include linear programming, unconstrained optimization, and constrained optimization. Numerical implementations of optimization methods are also discussed. |
| Section | Date & Time | Room | Instructor | Quota | Enrol | Avail | Wait | Remarks |
|---|---|---|---|---|---|---|---|---|
| L01 (6402) | Tu 12:00PM - 02:50PM | Rm 201, E1 | CUI, Ying | 40 | 0 | 40 | 0 | |
| T01 (6403) | Fr 07:30PM - 08:20PM | Rm 150, E1 | CUI, Ying | 40 | 0 | 40 | 0 |
| VECTOR | [3-0-0:3] |
|---|---|
| DESCRIPTION | This course covers advanced theory, algorithms, and applications for convex and nonconvex optimization, including: subgradient methods, localization methods, decomposition methods, proximal methods, alternating direction methods of multipliers, conjugate direction methods, successive approximation methods, convex-cardinality problems, low-rank optimization problems, neural networks, semidefinite programming and relaxation, robust optimization, discrete optimization, stochastic optimization, etc. |
| Section | Date & Time | Room | Instructor | Quota | Enrol | Avail | Wait | Remarks |
|---|---|---|---|---|---|---|---|---|
| L01 (6110) | Mo 03:00PM - 05:50PM | Rm 101, E4 | CUI, Ying | 20 | 0 | 20 | 0 |
| VECTOR | [2-0-0:2] |
|---|---|
| PREVIOUS CODE | IIMP 6010 |
| DESCRIPTION | This course focuses on using various approaches to perform quantitative analysis through real-world examples. Students will learn how to use different tools in an interdisciplinary project and how to acquire new skills on their own. The course offers different modules that are multidisciplinary/multifunctional and generally applicable to a wide class of problems. May be graded PP. |
| Section | Date & Time | Room | Instructor | Quota | Enrol | Avail | Wait | Remarks |
|---|---|---|---|---|---|---|---|---|
| L01 (6302) | TBA | TBA | CHI, Jinshu CUI, Ying LI, Lei LIU, Hao SHEN, Yang TAN, Chee Keong YUE, Liang ZHANG, Yi ZHAO, Hang | 350 | 0 | 350 | 0 |