Forward

Preface

    What Is the Fuzzy Logic Toolbox?
    How to Use This Guide
    Installation
    Typographical Conventions

Introduction

    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
        Some Observations

Tutorial

    The 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
        Some 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
    Glossary
    Bibliography

Function Reference

    Functions by Category
    Alphabetical List of Functions
        addmf
        addrule
        addvar
        anfis
        anfisedit
        convertfis
        defuzz
        dsigmf
        evalfis
        evalmf
        fcm
        findcluster
        fuzarith
        fuzblock
        fuzdemos
        fuzzy
        gauss2mf
        gaussmf
        gbellmf
        genfis1
        genfis2
        gensurf
        getfis
        mam2sug
        mf2mf
        mfedit
        newfis
        parsrule
        pimf
        plotfis
        plotmf
        psigmf
        readfis
        rmmf
        rmvar
        ruleedit
        ruleview
        setfis
        sffis
        showfis
        showrule
        sigmf
        smf
        subclust
        surfview
        trapmf
        trimf
        writefis
        zmf

Printable Documentation (PDF)

Product Page (Web)