Matlab在科学计算中的应用

课程编码：0812I0D02001H 英文名称：MATLAB with Applications to Mathematics, Science, Engineering, and Finance 课时：45 学分：2.00 课程属性：一级学科普及课 主讲教师：LUO CUI CUI

This course will help develop your quantitative skills and ability to reason logically and mathematically and apply these skills to problems of relevance to social sciences.

Calculus, Linear Algebra, Probability and Statistics

第一章 Introduction to MATLAB 3学时 LUO CUI CUI
第1节 1. Introduction to MATLAB
第2节 2. Variables and constants, operators and simple calculations
第3节 3. Vectors and matrices
第4节 4. Expressions
第二章 Introduction to programming in MATLAB 9学时 LUO CUI CUI
第1节 1. Algorithms and structures
第2节 2. MATLAB scripts
第3节 3. Control structures
第三章 MATLAB Programing 6学时 LUO CUI CUI
第1节 1. Personalized functions
第2节 2. Debugging techniques
第3节 3. Toolbox structure
第4节 4. Input–Output statements
第五章 Midterm 3学时 LUO CUI CUI
第1节 Midterm exam
第六章 MATLAB GUI 3学时 LUO CUI CUI
第1节 MATLAB GUI
第七章 Plotting with MATLAB 6学时 LUO CUI CUI
第1节 1. Data import and export
第2节 2. Data visualization in both 2D and 3D
第八章 Simulations and optimization 6学时 LUO CUI CUI
第1节 1. Numerical simulations
第2节 2. Simple optimization problems
第九章 MATLAB applications in Statistics, Finance, Machine learning 6学时 LUO CUI CUI
第1节 1. Application in Statistics
第2节 2. Application in Finance
第3节 3. Machine learning
第十章 Final Exam 3学时 LUO CUI CUI
第1节 Final exam

Associate Prof. LUO Cuicui