Course ECSE 6710

Fuzzy Sets and Expert Systems
in Computer Engineering

COURSE INFORMATION

·       Notifications Read the latest news.

·       Course Syllabus (ABET description).

·       Course Coverage by lectures

 

Lecture

Date

Topics Covered

 

Lecture

Date

Topics Covered

1

8/29/02

Administrative Notes
Course Outline
Introduction to FL

 

2

9/4/02

(in LOW

4034)

FL: Basic Concepts & Definitions
Probability vs. Fuzzy Logic
Inference Mechnanisms

3

9/5/02

Generalized Modus Ponens
Extension Principle
Linguistic Approach

 

4

9/25/02

(in LOW

4034)

Linguistic Approach
Fuzzy Logics
Linguistic Approximation

5

9/26/02

Programming Assignment #1
Fuzzy Decision Making
(single citerion)

 

6

10/3/02

Fuzzy Decision Making
(multi-criteria)

7

10/10/02

Fuzzy Control Technology and Approximate Reasoning

 

8

10/17/02

Fuzzy Control (Manual Tuning)
Programming Assignement #2

9

10/24/02

FC Type I, II, III
ANFIS
Hierarchical Fuzzy Control
Fuzzy Control Applications

 

10

10/31/02

Fuzzy Control (GA Tuning)
Fuzzy Modelling Applications
Predictions
Fuzzy Case-Based Resoning

11

11/7/02

Fuzzy Cluster Analysis
Fuzzy C-means
Neural Network Classifiers

 

12

11/14/02

First Generation Expert Systems
Knowledge Representation
Inference Engines
Forward Chaining

13

11/28/02

Backward Chaining
Second Generation ES
Uncertainty In ES (history)

 

14

12/5/02

Probabilistic Reasoning Systems
Bayesian Belief Networks
Dempster Shafer
Possibilistic Reasoning Systems
Case Based Reasoning

-

12/13/02

FINAL PROJECT DUE

 

 

 

 

·       Project Information


Course Notes Administrative, Grading, Project, and Outline Information

·       Fuzzy sets and Soft Computing related URLs Useful URLs for additional information about Fuzzy Logic

Author: Piero P. Bonissone E-Mail:bonissone@crd.ge.com
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