Instructor 任課教師: Chi-Kuang Chao 趙吉光
Teaching assistant 助教: Tsung-En Tseng 曾從恩 ( josh82127@gmail.com, ext 36755)
Audiences 授課對象: undergraduate junior students of department of atmospheric science for space science program 大氣科學系太空組大三學生
Classroom 教室: S4-807
Credit 學分: 3
Course type 課程型態: core course 必修
Duration of course 課程期間: half year 半年
Lecture time 課程鐘點: 3 sessions / week, 1 hour / session
Lecture hours 上課時段: 15:00-17:00 (TUE) and 15:00-16:00 (WED)
Office hour: 16:00-17:00 (WED) will also be used for reschedule
Course description 課程內容
An introduction to students about techniques required for numerical approximation and data processing.
- Numeric analysis
- Numerics in general
- Numerics linear algebra
- Numerics for ODEs and PDEs
Optimization, GraphsUnconstrained optimization - linear programmingGraphs - combinatorial optimization
- Data reduction and error analysis
- Systematic and random errors
- Mean and standard deviation
- Distributions
- Propagation of errors
- Estimates of mean and errors
- Least-squares fit to a straight line
- Correlation probability
- Least-squares fit to a polynomial
- Multiple regression
- Goodness of fit
- Least-squares fit to an arbitrary function
- Fitting composite curves
- Data manipulation
More information
- Syllabus 課程大綱
- Lecture slides 教學講義
- Calendar 行事曆
- Grading 學期成績