| Fuzzy Logic Toolbox |
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- Foreword
- What Is the Fuzzy Logic Toolbox?
- Installation
- Using This Guide
- Typographical Conventions
- 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. Non-Fuzzy
- The Non-Fuzzy Approach
- The Fuzzy Approach
- Observations
- Big Picture
- 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 Doesn't 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 -- By Category
- GUI Tools
- Membership Functions
- FIS Data Structure Management
- Advanced Techniques
- Demos
- Simulink
- Functions -- Alphabetical List
| | Foreword | | Preface | |