Linguistic Variables, Sets, and Hedges
5.2 Symbols and Sounds to Real‐World Objects
5.3 Hedges
5.4 Summary
Review Questions
14 6 If There Are Four Philosophers… 6.1 Fuzzy Inference and Approximate Reasoning 6.2 Equality 6.3 Containment and Entailment 6.4 Relations Between Fuzzy Subsets 6.5 Inference in Fuzzy Logic 6.6 Summary Review Questions
15 7 So How Do I Use This Stuff? 7.1 Introduction 7.2 Fuzzification and Defuzzification 7.3 Fuzzy Inference Revisited 7.4 Fuzzy Inference – Single Premise 7.5 Fuzzy Inference – Multiple Premises 7.6 Getting to Work – Fuzzy Control and Fuzzy Expert Systems 7.7 Summary Review Questions
16 8 I Can Do This Stuff!!! 8.1 Introduction 8.2 Applications 8.3 Design Methodology 8.4 Executing a Design Methodology 8.5 Summary
17 9 Moving to Threshold Logic!!! 9.1 Introduction 9.2 Threshold Logic 9.3 Executing a Threshold Logic Design 9.4 The Downfall of Threshold Logic Design 9.5 Summary Review Questions
18 10 Moving to Perceptron Logic ! ! ! 10.1 Introduction 10.2 The Biological Neuron 10.3 The Artificial Neuron – a First Step 10.4 The Perceptron – The Second Step 10.5 Learning with Perceptrons – First Step 10.6 Learning with Perceptrons – Second Step 10.7 Testing of the Perceptron 10.8 Summary Review Questions
19 Appendix A Requirements and Design Specification A.1 Introduction A.2 Identifying the Requirements A.3 Formulating the Requirements Specification A.4 The System Design Specification A.5 System Requirements Versus System Design Specifications
20 Appendix B Introduction to UML and Thinking Test B.1 Introduction B.2 Use Cases B.3 Class Diagrams B.4 Dynamic Modeling with UML B.5 Interaction Diagrams B.6 Sequence Diagrams B.7 Fork and Join B.8 Branch and Merge B.9 Activity Diagram B.10 State Chart Diagrams B.11 Preparing for Test B.12 Summary
21 Bibliography Further Reading
22 Index
List of Tables
1 Chapter 4Table 4.1 Activities and grades of membership.
2 Chapter 6Table 6.1 Modus ponens fuzzy conclusions.Table 6.2 Modus tollens fuzzy conclusions.
3 Chapter 7Table 7.1 Fuzzy implication functions.Table 7.2 Heater ON temperature and extent.Table 7.3 System behavior.
4 Chapter
