| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| AB05013 | 調適性系統 | Adaptive Systems | 3.0 | 3 |
| 中文概述 Chinese Description | 調適性系統涵蓋真實世界中動態系統情境的調適與學習。本課程將介紹演化式計算的基本理論與應用，特別包括基因演算法、基因程式規劃、演化式策略與演化式程式規劃等主題。本課程將涵蓋上述研究主題的理論探討與實務操作；除此之外，本課程亦將探討與調適性系統相關之科技，包括互動式演化計算、人基演化式計算、螞蟻演算法、粒子群最佳化等。 | |||
| 英文概述 English Description | Adaptive systems will cover methods of adaptation and learning in the context of dynamical systems embedded in the world. This course is to introduce that the fundamentals and the applications of the evolutional computation (EC), especially on the topics of the genetic algorithms (GA), genetic programming (GP), Evolutionary Strategy (ES), and Evolutionary Programming (EP). Students can learn both the theoretical information and the implementation details of these research topics. In addition, this course will also introduce some novel techniques, such as Interactive Evolutionary computation (IEC), human based evolutionary computation , Ant system (Ant colony optimization), and Particle swarm optimization (PSO). | |||
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