Recent Developments and the New Directions of Research, Foundations, and Applications
Springer International Publishing (Verlag)
978-3-031-20152-3 (ISBN)
This book is a collection of papers presented during the 8th World Conference on Soft Computing in February 2022. The papers cover multiple areas important for soft computing. Some papers are dedicated to fundamental aspects of soft computing, i.e., fuzzy mathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregation, and neural networks. Others emphasize the application of soft computing methods to data analysis, image processing, decision-making, classification, series prediction, economics, control, and modeling.
Part 1. Soft Computing and Fuzzy Logic.- 1. Lotfi A. Zadeh's Life and His Scientific Legacy.- 2. From Fuzzy Optimization to Possibilistic-Probabilistic Optimization with our Teacher Professor Lotfi Zadeh.- 3. Ideas of Lotfi Zadeh in Explainable Artificial Intelligence.- 4. Different Concepts, Similar Computational Complexity: Nguyen's Results about Fuzzy and Interval Computations 35 Years.
| Erscheinungsdatum | 16.06.2023 |
|---|---|
| Reihe/Serie | Studies in Fuzziness and Soft Computing |
| Zusatzinfo | XIX, 400 p. 86 illus., 38 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 787 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | Aggregation • Evolutionary-based Optimization • Fuzzy Mathematics • Neural networks • Soft Computing • Type-2 Fuzzy Sets |
| ISBN-10 | 3-031-20152-3 / 3031201523 |
| ISBN-13 | 978-3-031-20152-3 / 9783031201523 |
| Zustand | Neuware |
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