Fuzzy Learning and Applications

6 Learning Fuzzy Systems

Ahmad Lotfi

School of Engineering and Advanced Technology, Staffordshire University PO Box 333, Stafford, ST18 ODF, U.K. - Email: [e-mail]

• Abstract
• 6.1 Introduction
• 6.2 Fuzzy Systems
• Example 1: Fuzzy Systems
• 6.3 Learning Fuzzy Systems
• History • Neural-fuzzy Systems • Example 2: Neuro-fuzzy Systems • Parameter Adjustment
• 6.4 Learning Rule
• Example 3: Learning Fuzzy Systems
• 6.5 Interpretation Preservation
• Constraint Learning • Constraint Learning Rule • Example 4: Interpretation Preservation of Learning Fuzzy Systems
• 6.6 Conclusions
• 6.7 References

Abstract

The main advantage of a fuzzy system is its ability to utilise information expressed in linguistic form. The design of a fuzzy system is very much an art. The ...