當期課號 | 7563 | Course Number | 7563 |
---|---|---|---|
授課教師 | 張阜民 | Instructor | CHANG,FU MIN |
中文課名 | 智慧型財金資訊系統 | Course Name | Intelligent Finance Information System |
開課單位 | 財務金融系碩士在職專班一A | Department | |
修習別 | 選修 | Required/Elective | Elective |
學分數 | 3 | Credits | 3 |
課程目標 | 應用人工智慧之類神經網路,模糊邏輯理論,基因演算法等原理建立高階財務資訊系統以解決財金相關決策分析問題。 1.類神經網路原理與財金相關應用 2.模糊邏輯理論與財金相關應用 3.基因演算法原理與財金相關應用 4.類神經網路,模糊邏輯理論,基因演算法之整合設計與使用 5.相關電腦軟體操作與使用 | Objectives | This subject aims to study the theory of neural network, fuzzy logic theory and genetic algorithm and apply these techniques to establish a high-level intelligent finance information system to analyze and solve finicial related decision making problems. |
教材 | 1.Computational Intelligence: Principles, Techniques and Application, Amit Konar, Springer, 2005. 2.Intelligent Data Analysis: An Introduction, Michael Berthold, David J. Hand, Springer, 2003. 3.Data Engineering, Olaf Wolkenhauer, John Wiley and Sons, 2001. 4.Artificial Intelligence: A Guide to Intelligent Systems / Negnevitsky, M. / Addison Wesley / 2002. 5.MATLAB Fuzzy, Neural Network toolbox, Matwork, 2002 . |
Teaching Materials | 1.Computational Intelligence: Principles, Techniques and Application, Amit Konar, Springer, 2005. 2.Intelligent Data Analysis: An Introduction, Michael Berthold, David J. Hand, Springer, 2003. 3.Data Engineering, Olaf Wolkenhauer, John Wiley and Sons, 2001. 4.Artificial Intelligence: A Guide to Intelligent Systems / Negnevitsky, M. / Addison Wesley / 2002. 5.MATLAB Fuzzy, Neural Network toolbox, Matwork, 2002 . |
成績評量方式 | 期末報告40% 期中作業60% |
Grading | End of term presentation 40%, Assignments 60 %. |
教師網頁 | http://www.cyut.edu.tw/~fmchang | ||
教學內容 | 應用人工智慧之類神經網路,模糊邏輯理論,基因演算法等原理建立高階財務資訊系統以解決財金相關決策分析問題。 1.類神經網路原理與財金相關應用 2.模糊邏輯理論與財金相關應用 3.基因演算法原理與財金相關應用 4.類神經網路,模糊邏輯理論,基因演算法之整合設計與使用 5.相關電腦軟體操作與使用 |
Syllabus | This subject covers the approaches applied in Computational Intelligence, Intelligent Data Analysis and Data Engineering and aims to employ these techniques to establish a high-level intelligent finance information system to analyze financial data and solve related decision support problems. |