Recent Developments and New Direction in Soft-Computing Foundations and Applications
Springer International Publishing (Verlag)
9783319812281 (ISBN)
This book reports on advancedtheories and cutting-edge applications in the field of soft computing. Theindividual chapters, written by leading researchers, are based on contributionspresented during the 4th World Conference on Soft Computing, held May 25-27,2014, in Berkeley. The book covers a wealth of key topics in soft computing,focusing on both fundamental aspects and applications. The former include fuzzymathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregationand neural networks, while the latter include soft computing in data analysis,image processing, decision-making, classification, series prediction,economics, control, and modeling. By providing readers with a timely,authoritative view on the field, and by discussing thought-provokingdevelopments and challenges, the book will foster new research directions inthe diverse areas of soft computing.
Part I Educational and Human-related Issues.- Part II Aggregation.- Part III Image Processing and Pattern Recognition.- Part IV Classification and Clustering.- Part V Data Analysis and Its Applications.- Part VI Optimization and Differential Equations.- Part VII Evolutionary Methods in Applications.- Part VIII Control and Modeling.- Part IX Soft Computing in Informatics.
| Erscheinungsdatum | 05.03.2022 |
|---|---|
| Reihe/Serie | Studies in Fuzziness and Soft Computing |
| Zusatzinfo | VIII, 529 p. 201 illus., 40 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 8073 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | Adaptive Neuro Fuzzy Inference Systems • Dynamic Parameter Adaptation • Fuzzy Clustering • Fuzzy Expert Systems • Fuzzy Fault Tree • Fuzzy image processing • Fuzzy Multiagent Control System • Fuzzy Neural Networks • Fuzzy Possibilistic C-Means • Fuzzy Rule Based Classifiers • Fuzzy Scheduling Models • Fuzzy Similarity Measures • Generalized Markov Chain • Information Enhancement • Learning And Knowledge Control • Mamdani Controller • Modular Neural Networks • multi-criteria decision making • Sugeno Fuzzy Controller • WCSC 2014 |
| ISBN-13 | 9783319812281 / 9783319812281 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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