What Is the Fuzzy Logic Toolbox?
Installation
Using This Guide
What Is Fuzzy Logic?
Why Use Fuzzy Logic?
When Not to Use Fuzzy Logic
What Can the Fuzzy Logic Toolbox Do?
An Introductory Example: Fuzzy vs. Nonfuzzy
The Nonfuzzy Approach
The Fuzzy Approach
Observations
Examples
Tutorial
Overview
Foundations of Fuzzy Logic
Fuzzy Sets
Membership Functions
Logical Operations
If-Then Rules
Fuzzy Inference Systems
Dinner for Two, Reprise
The Fuzzy Inference Diagram
Customization
Building Systems with the Fuzzy Logic Toolbox
Dinner for Two, from the Top
Getting Started
The FIS Editor
The Membership Function Editor
The Rule Editor
The Rule Viewer
The Surface Viewer
Importing and Exporting from the GUI Tools
Customizing Your Fuzzy System
Working from the Command Line
System Display Functions
Building a System from Scratch
FIS Evaluation
The FIS Structure
Working with Simulink
An Example: Water Level Control
Building Your Own Fuzzy Simulink Models
Sugeno-Type Fuzzy Inference
An Example: Two Lines
Conclusion
anfis and the ANFIS Editor GUI
A Modeling Scenario
Model Learning and Inference Through ANFIS
Familiarity Breeds Validation: Know Your Data
Constraints of anfis
The ANFIS Editor GUI
ANFIS Editor GUI Example 1: Checking Data Helps Model Validation
ANFIS Editor GUI Example 2: Checking Data Does not Validate Model
anfis from the Command Line
More on anfis and the ANFIS Editor GUI
Fuzzy Clustering
Fuzzy C-Means Clustering
Subtractive Clustering
Stand-Alone C Code Fuzzy Inference Engine
Functions — Categorical List
GUI Tools
Membership Functions
FIS Data Structure Management
Advanced Techniques
Demos
Simulink
Functions — Alphabetical List
Blocks — Alphabetical List
Bibliography
Glossary