當期課號 |
7145 |
Course Number |
7145 |
授課教師 |
王裕仁 |
Instructor |
WANG,YU REN |
中文課名 |
人工智慧在工程分析上之應用 |
Course Name |
AI Application in Engineering Analysis |
開課單位 |
營建工程系碩士班二A |
Department |
|
修習別 |
選修 |
Required/Elective |
Elective |
學分數 |
3 |
Credits |
3 |
課程目標 |
從工程之觀點,介紹人工智慧基本原理及其應用實例,使學習者能實際地學習如何利用人工智慧技術,解決工程分析上的問題。課程內容包括:基因演算法、類神經網路、模糊理論及應用範例介紹。 |
Objectives |
Introduction course of the application of artificial intelligence in engineering analysis and design. Covers genetic algorithms, neural network and fussy set theory and their applications in construction engineering and management. |
教材 |
a.Negnevitsky, Michael (2002), Artificial Intelligence – A guide to Intelligent Systems, Addison-Wesley
b.蘇木春、張孝德編著 (2004), 機器學習 – 類神經網路、模糊系統以及基因演算法則, 全華科技圖書 |
Teaching Materials |
Negnevitsky, Michael (2002), Artificial Intelligence – A guide to Intelligent Systems, Addison-Wesley |
成績評量方式 |
考試 40%; 作業 30%; 課堂表現 10%; 報告20% |
Grading |
Quizzes 40% Assignment 20 points Class participation 40 points Reports 20 points |
教師網頁 |
|
教學內容 |
本課程主要教授基因演算法、模糊理論、類神經網路等人工智慧分析方法。 |
Syllabus |
Mainly covers the basic concepts and application of Genetic Algorithm, Fuzzy Logic, and Neural Network. |