2025Year

Second Semester

Advanced Simulation on Motion & Intelligence

Lecture

Advanced Simulation on Motion & Intelligence

Z2100001 Advanced Simulation on Motion & Intelligence

KANAMARU Takashi

2.0Credits

Tue.1Period

Shinjuku Remote

A) A high degree of specialized expertise　100%
B) The skills to use science and technology　0%
C) The ability to conduct research independently, knowledge pertaining to society and occupations, and sense of ethics required of engineers and researchers　0%
D) Creative skills in specific areas of specialization　0%

The methods for simulations of the dynamical systems and the intellectual systems are studied. For simulations of the dynamical systems, the numerical integration of differential equations are explained. For simulations of the intellectual systems, the programs of dot-eat game, rock-paper-scissors, and digit recognition are shown as three examples.

An environment to execute VBA programs on Excel for Windows or macOS is required. Skills for programming of VBA is not necessarily required.

Not used

1. Guidance
2. Numerical integration of differential equations.
3. Linear systems and nonlinear systems.
4. 1-d linear differential equations.
5. 2-d linear differential equations.
6. Practice (1).
7. Practice (2).
8. Practice (3).

9. Systems with discrete time and dot-eat game.
10. Digits recognition with a single neuron.
11. Perceptron for rock-paper-scissors.
12. Digits recognition with neural networks.
13. Digits recognition with convolutional neural networks.
14. Final problem.
15. Feedback

Grades are determined based on the evaluations of the problems given in the lecture.

Results will be uploaded to KU-LMS.

No textbook is required.

No textbook is required.

13:00〜13:30 on Friday @805, the 4th building, Hachioji.
e-mail: at13099@ns.kogakuin.ac.jp

Not applicable

Mechanical Engineering Program