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Syllabus

Infomation of Course

Program Master/Doctorate [석/박사과정] Course Type Elective(Graduate) [ 선택(석/박사) ]
Course Code 39.841 Course No CBE841
Section English
L:L:C(AU) 3:0:3.0(0) Exam time
(classroom)		 - Wed: 13:00~16:00
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Course Title Special Topics in Process Engineering [ 공정공학특강 | 공정최적화의 최근동향 ]
Class time
(classroom)		 Mon: 10:30~12:00 / (W1)Applied Engineering Bldg. [ (W1)응용공학동 ] (2502(전산실))
Wed: 10:30~12:00 / (W1)Applied Engineering Bldg. [ (W1)응용공학동 ] (2502(전산실))
Notice

Information of Professor

Name 이태용(Lee, Tai-Yong)
Department 생명화학공학과(Department of Chemical and Biomolecular Engineering)
Phone N/A
E-Mail etaiyong@kaist.ac.kr

Plan of Lecture

Syllabus File
Syllabus URL http://pelab.kaist.ac.kr/lecture/cbe841/
Summary of Lecture 본 과목은 CBE542 공정 최적화에서 다룬 최적화의 이론과 응용을 기본으로하여 고급 최적화 이론과 최근 동향을 소개함을 목적으로한다.
Material for Teaching PPT 파일
Evaluation Criteria 중간/기말 Term Project 및 발표
Lecture Schedule 1 Basic optimization theory
2 Numerical optimization techniques
3 Duality in linear programming problems
4 Integer programming
5 Basic theory of global optimization
6 Interval analysis and related methods
7 Random search methods
8 Term project 1 presentation
9 Game theory
10 Dynamic programming
11 Discrete optimal control theory
12 Optimal control theory
13 Least-squares methods
14 Multiobjective optimization
15 Robust optimization under uncertainty
16 Term project 2 presentation
Memo 담당조교: 최준원