2. 강의교수 정보
|
이름 |
조준호 |
학과(전공) |
전자전기공학과 |
| 이메일 주소 |
jcho@postech.ac.kr
|
Homepage |
http://cisl.postech.ac.kr/cisl/jcho/ |
| 연구실 |
|
전화 |
279-2377 |
| Office Hours |
This is a flipped-learning course. Pre-recorded lectures are in English, but help sessions will be in Korean. WebEx-Live help sessions on TTh 11:00am - 12:15 pm. Quizzes and Exams at LG 102
|
3. 강의목표
To learn basic concepts in Optimization Theory
To learn how to formulate and tackle optimization problems in communications, signal processing, and information systems.
4. 강의선수/수강필수사항
undergraduate-level
Calculus
Linear Algebra
5. 성적평가
1. Quiz #1 10 %
2. midterm exam 20 %
3. Quiz #2 10 %
4. Final exam 40 %
5. Homework 20 %
in-classroom open-everything quizzes and exams
Homework may include MATLAB programming.
Final grade will be given based on multi-facet assessment of the course requirements.
6. 강의교재
| 도서명 |
저자명 |
출판사 |
출판년도 |
ISBN |
|
An Introduction to Optimization, Fourth Edition.
|
Edwin K. P. Chong and Stanislaw H. Żak
|
John Wiley & Sons
|
2013
|
978-1-1182-7901-4
|
7. 참고문헌 및 자료
Stephen Boyd and Lieven Vandenberghe, Convex Optimization. Cambridge University Press
C. C. Aggarwal, Linear Algebra and Optimization for Machine Learning, https://link.springer.com/content/pdf/10.1007%2F978-3-030-40344-7.pdf
A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth, Mathematics for Machine Learning, https://mml-book.github.io/book/mml-book.pdf
8. 강의진도계획
Mathematical Review
Unconstrained Optimization
Linear Programming
Nonlinear Constrained Optimization
For details, see http://cisl.postech.ac.kr/class/eece695h/schedule.htm
9. 수업운영
This is a flipped-learning course.
Pre-recorded lectures are in English, but help sessions will be in Korean.
WebEx-Live help sessions on TTh 11:00am - 12:15 pm.
10. 학습법 소개 및 기타사항
To download course materials, go to http://cisl.postech.ac.kr/class/eece695h/schedule.htm.
Passwords are one, two, etc.
To see annoucements and upload homeworks, go to EECE695H on PLMS.
It is your responsibility to check every new announcement posted in the homepage.
To watch recorded classes meetings, go to the playlist of the CISL channel on YouTube and select EECE695H. (https://www.youtube.com/channel/UCx7UDkZ0qh98wwOW35jxslg/playlists)
It is required to watch the lecture videos before you attend the class meetings.
11. 장애학생에 대한 학습지원 사항
- 수강 관련: 문자 통역(청각), 교과목 보조(발달), 노트필기(전 유형) 등
- 시험 관련: 시험시간 연장(필요시 전 유형), 시험지 확대 복사(시각) 등
- 기타 추가 요청사항 발생 시 장애학생지원센터(279-2434)로 요청