Granular, Soft and Fuzzy Approaches for Intelligent Systems
Springer International Publishing (Verlag)
978-3-319-40312-0 (ISBN)
This book offers a comprehensive report on the state-of-the art in the broadly-intended field of "intelligent systems". After introducing key theoretical issues, it describes a number of promising models for data and system analysis, decision making, and control. It discusses important theories, including possibility theory, the Dempster-Shafer theory, the theory of approximate reasoning, as well as computing with words, together with novel applications in various areas, such as information aggregation and fusion, linguistic data summarization, participatory learning, systems modeling, and many others. By presenting the methods in their application contexts, the book shows how granular computing, soft computing and fuzzy logic techniques can provide novel, efficient solutions to real-world problems. It is dedicated to Professor Ronald R. Yager for his great scientific and scholarly achievements, and for his long-lasting service to the fuzzy logic, and the artificial and computational intelligence communities. It has been motivated by the authors' appreciation of his original thinking and groundbreaking ideas, with a special thought to his valuable research on the computerized implementation of various aspects of human cognition for decision-making and problem-solving.
Part I: Information Theoretic and Aggregation Issues.- Part II: Applications in Modeling, Decision Making, Control, and Other Areas.- Part III: Some Bibliometric Remarks.
| Erscheinungsdatum | 02.12.2016 |
|---|---|
| Reihe/Serie | Studies in Fuzziness and Soft Computing |
| Zusatzinfo | XVIII, 248 p. 40 illus., 14 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Technik | |
| Schlagworte | Admissible Order • aggregation functions • artificial intelligence (incl. robotics) • Choquet Integrals • Computational Intelligence • Engineering • Entropy Measures • Fuzzy controllers • fuzzy databases • Fuzzy Probability • Geospatial Data Infrastructure • Interval-Valued OWA Operators • Intuitionistic Fuzzy Sets • Look-up tables • Mathematical Applications in Computer Science • Measure Of Information • Ordered Weighted Averaging Operators • Possibilistic Fuzzy Modeling • Risk Estimation • Stability Theory • Sugeno Integrals • Triangular Norms |
| ISBN-10 | 3-319-40312-5 / 3319403125 |
| ISBN-13 | 978-3-319-40312-0 / 9783319403120 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
