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School of Engineering
- Undergraduate major in Mechanical Engineering
- Undergraduate major in Systems and Control Engineering
- Undergraduate major in Electrical and Electronic Engineering
- Undergraduate major in Information and Communications Engineering
- Undergraduate major in Industrial Engineering and Economics
- Common courses
- School of Materials and Chemical Technology
- School of Computing
- School of Life Science and Technology
- School of Environment and Society
- 工学院，物質理工学院，環境・社会理工学院共通科目
- Liberal arts and basic science courses
- First-Year Courses
- School of Science
- School of Engineering
- School of Materials and Chemical Technology
- School of Computing
- School of Life Science and Technology
-
School of Environment and Society
- Department of Architecture and Building Engineering
- Department of Civil and Environmental Engineering
- Department of Transdisciplinary Science and Engineering
- Department of Social and Human Sciences
- Department of Innovation Science
- Graduate major in Technology and Innovation Management
- Common courses
- Liberal arts and basic science courses
- Academic unit or major
- Graduate major in Industrial Engineering and Economics
- Instructor(s)
- Iijima Junichi Mizuno Shinji Matsui Tomomi Kawasaki Ryo
- Class Format
- Lecture
- Media-enhanced courses
- Day/Period(Room No.)
- Mon3-4(W931) Thr3-4(W931)
- Group
- -
- Course number
- IEE.A431
- Credits
- 2
- Academic year
- 2017
- Offered quarter
- 3Q
- Syllabus updated
- 2017/9/24
- Lecture notes updated
- 2017/11/3
- Language used
- Japanese
- Access Index
-
Course description and aims
In this course, we provide fundamental concepts and simulation method based on Systems Dynamics necessary to analyze behaviour of global-wide huge complicated systems related to environment and energy.
The objective is to let students learn skills of abstraction which is necessary to analyze Engineering Systems.
Student learning outcomes
Students will be able to have knowledge and skills of formulating problems and causality hidden behind, and skills of Modeling and Simulation based on Systems Dynamics that are necessary to analyze Engineering Systems.
Keywords
Optimization problem, Combinatorial Optimization,Game Theory, Systems Dynamics,Causal Loop Diagram, Stock and Flow
Competencies that will be developed
| ✔ Specialist skills | Intercultural skills | ✔ Communication skills | ✔ Critical thinking skills | Practical and/or problem-solving skills |
Class flow
In Systems Dynamics part, team-based learning with four students is adopted for project, report generation and presentation.
Course schedule/Required learning
| Course schedule | Required learning | |
|---|---|---|
| Class 1 | Orientation & "System, Model and Simulation" | |
| Class 2 | Optimization | |
| Class 3 | Polyhedra and Simplex Method | |
| Class 4 | Combinatorial Optimization | |
| Class 5 | Game Theory and OR Ⅰ | |
| Class 6 | Game Theory and OR Ⅱ | |
| Class 7 | Game Theory and OR Ⅲ | Preparation for Group Presentation |
| Class 8 | Game Theory and OR Ⅳ | |
| Class 9 | Business Dynamics and Causal Loop Diagram | |
| Class 10 | Causal Loop Diagram | |
| Class 11 | Stock and Flow | |
| Class 12 | Simulator | |
| Class 13 | Group Activity 1 | |
| Class 14 | Group Activity 2 | |
| Class 15 | Group Presentation |
Textbook(s)
Handout will be provided based on reference books.
Reference books, course materials, etc.
[1] John D. Sterman, Business Dynamics: Systems Thinking and Modeling for a Complex World, McGraw-Hill, 2000. 他
[2] D. Luenberger and Y. Ye, Linear and Nonlinear Programming, Springer; 3rd ed. 2008.
[3] 武藤滋夫，『ゲーム理論入門』，日本経済新聞社，2001
[4]坂井豊貴，『マーケットデザイン入門-オークションとマッチングの経済学-』, ミネルヴァ書房, 2010.
[5] 坂井豊貴、藤中裕二、若山琢磨，『メカニズムデザイン-資源配分制度の設計とインセンティブ』，ミネルヴァ書房，2008.
Assessment criteria and methods
Presence, Text and final examination will be counted.
Related courses
- IEE.A203 ： Mathematical Engineering
- IEE.C201 ： Introduction to Information Systems
- IEE.B205 ： Noncooperartive Game Theory
- IEE.B302 ： Cooperative Game Theory
Prerequisites (i.e., required knowledge, skills, courses, etc.)
It is better to take Mathematical Engineering, Introduction to Information Systems, Noncooperative Game Theory, Coopoerative Game Theory.
Contact information (e-mail and phone) Notice : Please replace from "[at]" to "@"(half-width character).
iijima.j.aa[at]m.titech.ac.j
ext. 3942
Other
It is necessary to able to formulate problems and causality hidden behind, and to have skills of Modeling and Simulation based on Systems Dynamics to nalyze Engineering Systems that are wicked, ill-structured huge complicated systems..
