介紹人工智慧的基本理論與最新趨勢, 包括專家系統, 模糊邏輯, 知識工程, 神經網路等, 我們將先以故事的方式描述人工智慧高潮起伏的歷史讓同學們體會早期人工智慧研究學者如圖靈等的貢獻,再引入人工智慧的第一個成功應用即專家系統跟其進化版模糊專家系統,然後討論能學習的人工智慧系統,最後介紹演化計算與基因演算法。
《 課程簡介 -- English 》
This course introduces the fundamental theories and latest trends of artificial intelligence, including expert systems, fuzzy logic, neural networks, etc. We will first describe the history of artificial intelligence so that students can experience the contributions of early artificial intelligence researchers such as Turing. We then introduce the first successful application of artificial intelligence, namely expert system, and its evolutionary fuzzy expert system. We will also discuss the machine learning system, and finally, introduce evolutionary computing and genetic algorithm.
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