CIS 579 Artificial Intelligence

Spring 2013

 

Bruce R, Maxim, PhD

Associate Professor

Office: 233 CIS

Phone: 313-436-9155
e-mail: bmaxim@umich.edu

Classroom:    1420 PEC

Meeting Time: 6:00-9:00

              MW

Office Hours: 3:00-5:00

              MW

 

     This course is intended to provide an overview of the problems and methods studied in the field of artificial intelligence. The focus of the course will be on the study of methods of knowledge representation, data structures, and algorithms useful to the development of intelligent programs. The course will also include discussion of important applications of AI methodology.

 

     Your scores on the projects and will determine your grade in this course. There will be 4 projects using several AI tools (including LISP) not all of which will require the development of complete programs from scratch. You will be expected to do a term project and to present your term project orally. The smaller projects will count for 50% of your grade, the oral presentation 10%, and the term project 40%. Late work will be penalized, as will evidence of cheating in any form.

 

Texts:  Artificial Intelligence (6th Edition) by G. Luger,

        Addison-Wesley, 2009. (Required)

 

        AI Application Programming (2nd Edition) by M. Jones,

        Charles River Media, 2005. (Recommended)

 

        Lisp (3rd Edition) by P. Winston and B. Horn,

        Addison-Wesley, 1989. (Required)

 

URL:    www.engin.umd.umich.edu/CIS/course.des/cis579.html

 

 

Date

 

Topic

Reading

05-06

Lisp: Primitives, Predicates, and

Conditionals

 

L1,W1-W4,J1

05-08

Lisp: Iteration, I/O, Recursion,

Data Structures, and Macros

 

W5-W12,W17

05-13

Intelligent Search

L3-L4,W19,

J2-J3

  

05-15

Game Playing

 

Project 1 due

L4,L6

05-20

Production Systems and Matching

 

Expert Systems

L6,W24,J12

 

L8,W25-W27

05-22

Uncertainty

 

Probabilistic Reasoning

L5

 

L9,J13

05-27

Memorial Day

05-29

Class starts at 7:30 CIS 479 Exam

 

Knowledge Engineering Tools

 

 

Notes

06-03

Project 2 due

 

Predicate Logic and Prolog

 

 

L2,L14

06-05

Knowledge Representation

 

Planning

L7,LS18

 

L13,J7

06-10

Intelligent Agents and SOAR

 

Machine Learning

L7,L14,J16

 

L10,L13,J15

06-12

Neural Networks

 

 

L11

 

 

06-17

Genetic Algorithms

 

Project 3 Due

L12

 

 

06-19

Class starts at 7:30 CIS 479 Exam

 

Natural Language Understanding

 

 

L15,J17

06-24

Term Project Presentation

 

06-26

 

Term Project Presentation (6:30 - 9:30pm)

 

Project 4 Due