Type-2 Fuzzy Logic and Systems
Springer International Publishing (Verlag)
978-3-319-89218-4 (ISBN)
This book explores recent perspectives on type-2 fuzzy sets. Written as a tribute to Professor Jerry Mendel for his pioneering works on type-2 fuzzy sets and systems, it covers a wide range of topics, including applications to the Go game, machine learning and pattern recognition, as well as type-2 fuzzy control and intelligent systems. The book is intended as a reference guide for the type-2 fuzzy logic community, yet it aims also at other communities dealing with similar methods and applications.
From T2 FS-based MoGoTW System to DyNaDF for Human and Machine Co-Learning on Go.- Ordered Novel Weighted Averages.- On The Comparison of Model-Based and Model-Free Controllers in Guidance, Navigation and Control of Agricultural Vehicles.- Important and Challenging Issues for Interval Type-2 Fuzzy Control Research.- Type-2 Fuzzy Logic in pattern recognition applications.- Type-2 Fuzzy Logic Control in Computer Games.- A Type-2 Fuzzy Model to Prioritize Suppliers Based on Trust Criteria in Intelligent Agent-Based Systems.
| Erscheinungsdatum | 01.03.2019 |
|---|---|
| Reihe/Serie | Studies in Fuzziness and Soft Computing |
| Zusatzinfo | VII, 148 p. 63 illus., 36 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 247 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik ► Elektrotechnik / Energietechnik | |
| Schlagworte | Adaptive Linguistic Assessment • Autonomous Agricultural Vehicles • Fuzzy Edge Detectors • Human and Machine Co-learning on Go • Intelligent Agents in e-procurement • IT2 Fuzzy Control • Learning Control Algorithms • Linguistic Aggregation Operators • MoGoTW System • Nonlinear Model Predictive Control • Novel Weighted Averages • Ordered NWAs • Ordered Weighted Average • T2 FS Systems • Takagi-Sugeno-Kang Fuzzy Models • Type-2 Fuzzy Logic Controllers • Type-2 Fuzzy Logic Systems • Type-2 Neurofuzzy Control |
| ISBN-10 | 3-319-89218-5 / 3319892185 |
| ISBN-13 | 978-3-319-89218-4 / 9783319892184 |
| Zustand | Neuware |
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