Course ECSE 6710
Fuzzy Sets and Expert Systems
in Computer Engineering
COURSE INFORMATION
Notifications
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Course Coverage by lectures
Lecture
Date
Topics Covered
Lecture
Date
Topics Covered
1
9/2/99
Administrative Notes
Course Outline
Introduction to FL
2
9/9/99
FL: Basic Concepts & Definitions
Probability vs. Fuzzy Logic
Inference Mechnanisms
3
9/16/99
Generalized Modus Ponens
Extension Principle
Linguistic Approach
4
9/23/99
Linguistic Approach
Fuzzy Logics
Programming Assignment #1
5
9/30/99
Linguistic Approximation
Fuzzy Decision Making
(single citerion)
6
10/7/99
Fuzzy Decision Making
(multi-criteria)
Fuzzy Control (Technology)
7
10/14/99
We will have class!!
8
10/21/99
Fuzzy Control (Manual Tuning)
Programming Assignement #2
9
10/28/99
FC Type I, II, III
ANFIS
Hierarchical Fuzzy Control
Fuzzy Control Applications
10
11/4/99
Fuzzy Control (GA Tuning)
Fuzzy Modelling Applications
Predictions
Fuzzy Case-Based Resoning
11
11/11/99
Fuzzy Cluster Analysis
Fuzzy C-means
Neural Network Classifiers
12
11/18/99
First Generation Expert Systems
Knowledge Representation
Inference Engines
Forward Chaining
13
12/2/99
Backward Chaining
Second Generation ES
Uncertainty In ES (history)
14
12/9/99
Probabilistic Reasoning Systems
Bayesian Belief Networks
Dempster Shafer
Possibilistic Reasoning Systems
Case Based Reasoning
-
12/10/99
FINAL PROJECT DUE
Project Information
Sample List of Past Projects
Project Requirements
Course Notes
Administrative, Grading, Project, and Outline Information
Course Reading Assignments
I just posted the new notes on Expert Systems!
Fuzzy sets and Soft Computing related URLs
Useful URLs for additional information about Fuzzy Logic
Author: Piero P. Bonissone
bonissone@crd.ge.com
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Bonissone Home Page at RPI
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GE CRD Information Technology Laboratory
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General Electric Corporate R&D
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General Electric Co.
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