國立臺灣科技大學・115 學年度第 1 學期
課程大綱
The 16-week course integrates EMI, PBL/PjBL, intelligent control theory, hands-on implementation, and academic writing. Week 1: 01. Class Setup Week 2: 02. Introduction & 03. Academic Writing Week 3: 04. Fuzzy Logic I Week 4: 05. Fuzzy Logic II Week 5: 06. Fuzzy Logic III Week 6: Ex 2 - Wheeled Mobile Robots Week 7: Ex 3 - Fuzzy Logic Control Week 8: Official Midterm week｜Proposal (Concept Generation) due｜considered as a take home and open book exam Week 9: 07. NN Single Layer Week 10: Ex 4. NN Single Layer Week 11: 08. NN Multiple Layer Week 12: Ex 5 - NN Multiple Layer Week 13: 09. Genetic Algorithm Week 14: Ex 6 - Genetic Algorithm Week 15: Final Paper Due and Review Week 16: Official Final Exam Week (N/A) The course progresses from the three intelligent-control foundations—Inference, Learning, and Evolution—to an integrated final project. The final project includes an IEEE-style paper, source code, experimental data, presentation, and video abstract.