Instructor: (Return to top of page)
Dr. Y C Cheng, Professor of CSIETeacher Assistant (TA):
Web: http://www.ntut.edu.tw/~yccheng/ai2011/ai.htm
Class meetings: Wed. 2, Fri. 3-4
Yao-Ting Chang
Office: Science & Technology Research Building 1321. Phone: extension 4263
Office hours: Wed. 5-6
Email: t9598012@ntut.edu.twAbout homework:
The due time is 11:59AM of the due date. Homework must be completed on time or a penalty will be assessed. A penalty of 20% will be applied to homework that is submitted up to 24 hours late. No credit will be given for homework that is submitted more than 24 hours after it is due.
Please login to open cyber classroom (開放式網路教室). The first-time Login ID and password are student number. The score will be posted here.
Textbook:
Prolog - Programming for Artificial Intelligence 3rd Ed, by Ivan Bratko, Addison-Wesley, 2001.
Course Description:
Artificial intelligence seeks to introduce the elements of intelligence into programs and systems in application domain. Topics will include :Prerequisites: None1. Searching methods
2. Propositional and Predicate logic
3. Theorem Proving
4. Knowledge-based systems and representation of knowledge
5. Machine learning
6. Genetic algorithms and evolutionary computing
7. Intelligent agents.
Scope:
Grading policy
- Prolog Programming
- Search
- Constraint Satisfaction Problem
- Knowledge Representation
- Expert System
- Selected Topics
Schedule
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page)
|
Week |
Course Material Covered |
Reading/Homework/Test |
|
1 (2/21-2/27, 3 hr) |
Ch 1: Introduction to Prolog |
|
|
2 (2/28-3/6, 3 hrs) |
Ch 1: Introduction to Prolog |
Homework1 Prolog installation tutorial |
|
3 (3/7-3/13, 3 hrs) |
Ch 2: Syntax and Meaning of
Prolog Program |
Homework2 Homework1 Solution |
|
4 (3/14-3/20, 3 hrs) |
本週正常上課！ |
本週正常上課！ |
|
5 (3/21-3/27, 3 hrs) |
Ch 4: Using Structures: Example
Programs |
Homework3 |
|
6 (3/28-4/3, 3 hrs) |
Ch 5: Controlling Backtracking topics from ch 6, 7, and 8 |
Homework4 Homework2 Solution Homework3 Solution |
|
7 (4/4-4/10, 2 hrs) |
Ch 11: Basic Problem-Solving Strategies |
4/6(Wed.) 運動會補假 Homework5 |
|
8 (4/11-4/17, 3 hrs) |
Ch 12: Best-First Heuristic Search |
|
|
9 (4/18-4/24) |
|
Midterm: 10:10 am ~ 11:10 am, 4/22. Closed book and notes. Homework4 Solution Homework5 Solution |
|
10 (4/25-5/1, 3 hrs) |
Ch 12: Best-First Heuristic Search |
|
|
11 (5/2-5/8, 3 hrs) |
Ch 12: Best-First Heuristic Search |
Homework6 |
|
12 (5/9-5/15, 3 hrs) |
Ch 14: Constraint Logic Programming | |
|
13 (5/16-5/22, 3 hrs) |
Ch 14: Constraint Logic Programming | Homework7 |
|
14 (5/23-5/29, 3 hrs) |
Ch 13: Problem Decomposition and AND/OR Graphs |
|
|
15 (5/30-6/5, 3 hrs) |
Ch 13: Problem Decomposition and AND/OR Graphs |
Homework8 |
|
16 (6/6-6/12, 3 hrs) |
Ch 15: Knowledge Representation and Expert Systems |
|
|
17 (6/13-6/19, 3 hrs) |
Ch 15: Knowledge Representation
and Expert Systems review |
Homework6 Solution
Homework7 Solution Homework8 Solution |
|
18 (6/20-6/26) |
|
Final Exam 10:10 am ~ 11:30 am, 6/24 Closed book and notes. |
Resource:
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page)
Reference (last updated: 2008/02/18)