Fuzzy and Neural: Interactions and Applications

• Κύριοι συγγραφείς: Buckley, James J. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Feuring, Thomas (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Heidelberg : Physica-Verlag HD : Imprint: Physica, 1998.
• Έκδοση: 1st ed. 1998.
• Σειρά: Studies in Fuzziness and Soft Computing, 25
• Θέματα: Artificial intelligence.; Mathematical logic.; Control engineering.; Robotics.; Mechatronics.; Information technology.; Business-Data processing.; Artificial Intelligence.; Mathematical Logic and Foundations.; Control, Robotics, Mechatronics.; IT in Business.

This book is about recent research area described as the intersection of fuzzy sets, (layered, feedforward) neural nets and evolutionary algorithms. Also called "soft computing". The treatment is elementary in that all "proofs" have been relegated to the references and the only m...

Πίνακας περιεχομένων:

• 1. Introduction
• 2. Fuzzy Sets and Fuzzy Functions
• 3. Neural Nets
• 4. First Approximation Results
• 5. Hybrid Neural Nets
• 6. Neural Nets Solve Fuzzy Problems
• 7. Fuzzy Neural Nets
• 8. Second Approximation Results
• 9. Hybrid Fuzzy Neural Nets
• 10. Applications of Hybrid Fuzzy Neural Nets and Fuzzy Neural Nets
• 11. Fuzzy Teaching Machine
• 12. Summary, Future Research and Conclusions.