Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boston, MA
Springer US
1996
|
| Schriftenreihe: | International Series in Intelligent Technologies
7 |
| Schlagwörter: | |
| Links: | https://doi.org/10.1007/978-1-4613-1365-6 |
| Beschreibung: | Fuzzy Modelling: Paradigms and Practice provides an up-to-date and authoritative compendium of fuzzy models, identification algorithms and applications. Chapters in this book have been written by the leading scholars and researchers in their respective subject areas. Several of these chapters include both theoretical material and applications. The editor of this volume has organized and edited the chapters into a coherent and uniform framework. The objective of this book is to provide researchers and practitioners involved in the development of models for complex systems with an understanding of fuzzy modelling, and an appreciation of what makes these models unique. The chapters are organized into three major parts covering relational models, fuzzy neural networks and rule-based models. The material on relational models includes theory along with a large number of implemented case studies, including some on speech recognition, prediction, and ecological systems. The part on fuzzy neural networks covers some fundamentals, such as neurocomputing, fuzzy neurocomputing, etc., identifies the nature of the relationship that exists between fuzzy systems and neural networks, and includes extensive coverage of their architectures. The last part addresses the main design principles governing the development of rule-based models. Fuzzy Modelling: Paradigms and Practice provides a wealth of specific fuzzy modelling paradigms, algorithms and tools used in systems modelling. Also included is a panoply of case studies from various computer, engineering and science disciplines. This should be a primary reference work for researchers and practitioners developing models of complex systems |
| Umfang: | 1 Online-Ressource (XX, 394 p) |
| ISBN: | 9781461313656 9781461285892 |
| ISSN: | 1382-3434 |
| DOI: | 10.1007/978-1-4613-1365-6 |
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Datensatz im Suchindex
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| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:10:43Z |
| institution | BVB |
| isbn | 9781461313656 9781461285892 |
| issn | 1382-3434 |
| language | English |
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| physical | 1 Online-Ressource (XX, 394 p) |
| psigel | ZDB-2-SMA ZDB-2-BAE ZDB-2-SMA_Archive |
| publishDate | 1996 |
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| publisher | Springer US |
| record_format | marc |
| series2 | International Series in Intelligent Technologies |
| spellingShingle | Pedrycz, Witold Fuzzy Modelling Paradigms and Practice Mathematics Systems theory Logic, Symbolic and mathematical Computer engineering Mathematical Logic and Foundations Systems Theory, Control Electrical Engineering Mathematik Fuzzy-Logik (DE-588)4341284-1 gnd Modellierung (DE-588)4170297-9 gnd |
| subject_GND | (DE-588)4341284-1 (DE-588)4170297-9 (DE-588)4143413-4 |
| title | Fuzzy Modelling Paradigms and Practice |
| title_auth | Fuzzy Modelling Paradigms and Practice |
| title_exact_search | Fuzzy Modelling Paradigms and Practice |
| title_full | Fuzzy Modelling Paradigms and Practice edited by Witold Pedrycz |
| title_fullStr | Fuzzy Modelling Paradigms and Practice edited by Witold Pedrycz |
| title_full_unstemmed | Fuzzy Modelling Paradigms and Practice edited by Witold Pedrycz |
| title_short | Fuzzy Modelling |
| title_sort | fuzzy modelling paradigms and practice |
| title_sub | Paradigms and Practice |
| topic | Mathematics Systems theory Logic, Symbolic and mathematical Computer engineering Mathematical Logic and Foundations Systems Theory, Control Electrical Engineering Mathematik Fuzzy-Logik (DE-588)4341284-1 gnd Modellierung (DE-588)4170297-9 gnd |
| topic_facet | Mathematics Systems theory Logic, Symbolic and mathematical Computer engineering Mathematical Logic and Foundations Systems Theory, Control Electrical Engineering Mathematik Fuzzy-Logik Modellierung Aufsatzsammlung |
| url | https://doi.org/10.1007/978-1-4613-1365-6 |
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