計算型智慧與應用
Computational Intelligence and Application
學期
106-2
學分
3
學分
當期課號
5231
永久課號
IOC5084
開課單位
資訊科學與工程研究所
授課教師
王才沛
校區
光復
類別
選修
上課時間表
| 節 | 週二 | 週五 |
|---|---|---|
2 09:00–09:50 | 計算型智慧與應用 ED202 | |
5 13:20–14:10 | 計算型智慧與應用 ED202 2 節連堂 | |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
概述
To introduce students to the basic ideas and methods in the main fields of computational intelligence: neural networks, fuzzy systems, evolutionary computation, and swarm intelligence.
先修科目
While there is no prerequisite courses, some knowledge and experiences in some of the following topics are helpful: - artificial intelligence, machine learning, pattern recognition, image processing, optimization
評分方式
Paper presentations (oral + response paper): 25% Projects(x3): 60% Oral presentation on a project: 15%
課程大綱
- Overview
- Neural Networks
- Fuzzy Systems
- Evolutionary Computation
- Swarm Intelligence
教科書
None
Office Hours
- 地點
- EC709
- 時間
- 2DX
- 聯絡方式
- 56689 wangts@cs.nctu.edu.tw