Course ECSE/DSES 6961

Fuzzy Logic and Computational Intelligence

COURSE INFORMATION

Location: CII - 3039

·       Notifications Read the latest news.

·       Course Syllabus (ABET description).

·       Course Coverage by lectures

 

Lecture

Date

Topics Covered

 

Lecture

Date

Topics Covered

1 a

9/1/05

Administrative Notes
Course Outline
Introduction to FL:
Basic Concepts and Definitions

 

1 b

9/8/05

Evolutionary Algorithms (Introduction)
GA software and Demos

2-3

9/15/05

Probability vs. Fuzzy Logic
Inference Mechanisms
Generalized Modus Ponens
Extension Principle

 

4

9/22/05

Linguistic Approach
Fuzzy Logics
Linguistic Approximation

5

9/29/05

Programming Assignment #1
Fuzzy Decision Making
(single citerion)

 

6

10/6/05

Fuzzy Decision Making
(multi-criteria)

7

10/13/05

Fuzzy Control Technology and Approximate Reasoning

 

8

10/20/05

Fuzzy Control (Manual Tuning)
Programming Assignement #2

9

10/27/05

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

 

10

11/3/05

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

11

11/10/05

Fuzzy CBR and EA
Project Discussion

 

12

11/17/05

Knowledge Representation in Evolutionary Algorithms
Meta-Heuristics
Fuzzy Case Based Reasoning and EA's

13

12/1/05

Multi-Objective Evolutionary Algorithms:
Pareto Search
Decisions

 

14

12/8/05

Probabilistic Reasoning Systems:
- Bayesian Belief Networks
- Dempster Shafer
Possibilsitic Reasoning
Project Presentations

-

12/15/05

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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