This course provides inner product space, eigenvalues, differential equation, Laplace transform, and Fourier series.
Students are required to learn linear algebra and analysis in the field of industrial engineering. Students will learn about the fundamentals of linear algebra and analysis.
This course develops and enriches the fundamental skills in foundational math as follows: inner product space, eigenvalues, differential equation, Laplace transform, and Fourier series.
mathematics, industrial engineering, inner product space, differential equation
✔ Specialist skills | Intercultural skills | Communication skills | Critical thinking skills | Practical and/or problem-solving skills |
The lecturer will repeat the lectures and exercises.
Course schedule | Required learning | |
---|---|---|
Class 1 | Inner product | Understand the contents of section 18-1 of textbook. |
Class 2 | Projection | Understand the contents of section 18-2 of textbook. |
Class 3 | Gram Schmidt's orthogonalization | Understand the contents of section 18-3, 19-1 of textbook. |
Class 4 | Subspace and Orthogonal | Understand the contents of section 19-2,3 of textbook. |
Class 5 | Eigenvalues • eigenvector | Understand the contents of section 20-1,2 of textbook. |
Class 6 | The case of a symmetric matrix | Understand the contents of section 20-3,4 of textbook. |
Class 7 | Application of Eigenvalues and Eigenvectors (1) | Understand the contents of section 21-1,2 of textbook. |
Class 8 | Application of Eigenvalues and Eigenvectors (2) | Understand the contents of section 21-3.4 of textbook. |
Class 9 | Differential Equation | Understand the contents of 23-1,2 of textbook. |
Class 10 | 1st Order Differential Equation | Understand the contents of 22-2,3 of textbook. |
Class 11 | High Order Differential Equation | Understand the contents of 22-4 of textbook. |
Class 12 | Laplace Transform (Exercise) | Understand the contents of 23-1 of textbook. |
Class 13 | Properties of Laplace Transform (Lecture) | Understand the contents of 23-2 of textbook. |
Class 14 | Final Exam | Check the level of understanding |
To enrich effective learning, students are encouraged to spend approximately 100 minutes preparing for class and another 100 minutes reviewing class content afterwards (including assignments) for each class. They should do so by referring to textbooks and other course materials.
Miyakawa, Mizuno, Yajima. Mathematics of Industrial Management, Asakura Publishing, 2004 (Japanese)
Unspecified
Exercise problems and final exam
No prerequisites