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Titlebook: Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications; Edwin Lughofer Book 2011 Springer-Verlag Berlin Heidelberg 201

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發(fā)表于 2025-3-21 18:02:46 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications
編輯Edwin Lughofer
視頻videohttp://file.papertrans.cn/319/318106/318106.mp4
概述Complete overview about the Methodologies and Applications of Evolving Fuzzy Systems.Written by an leading expert in this field.State-of-the-Art book
叢書名稱Studies in Fuzziness and Soft Computing
圖書封面Titlebook: Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications;  Edwin Lughofer Book 2011 Springer-Verlag Berlin Heidelberg 201
描述.In today’s real-world applications, there is an increasing demand of integrating new information and knowledge on-demand into model building processes to account for changing system dynamics, new operating conditions, varying human behaviors or environmental influences..Evolving fuzzy systems (EFS). are a powerful tool to cope with this requirement, as they are able to automatically adapt parameters, expand their structure and extend their memory on-the-fly, allowing on-line/real-time modeling. .This book comprises several evolving fuzzy systems approaches which have emerged during the last decade and highlights the most important incremental learning methods used. The second part is dedicated to advanced concepts for increasing performance, robustness, process-safety and reliability, for enhancing user-friendliness and enlarging the field of applicability of EFS and for improving the interpretability and understandability of the evolved models. The third part underlines the usefulness and necessity of evolving fuzzy systems in several online real-world application scenarios, provides an outline of potential future applications and raises open problems and new challenges for the .
出版日期Book 2011
關鍵詞Computational Intelligence; Evolving Fuzzy Systems; Incremental Learning; On-line Modeling
版次1
doihttps://doi.org/10.1007/978-3-642-18087-3
isbn_softcover978-3-642-26692-8
isbn_ebook978-3-642-18087-3Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2011
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沙發(fā)
發(fā)表于 2025-3-21 21:41:48 | 只看該作者
Gerhard Naegele,Monika Reichertt which means they are not specifically dedicated to and linked with one evolving fuzzy system approach, but can be applied to most or at least a group of approaches demonstrated in Chapter 3. These issues finally serve as bases for ensuring process-save implementations and run-throughs of EFS with a high predictive quality in industrial systems.
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地板
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Familiale Lebensformen im Wandel, These enhancements can be seen as basic building blocks for a better productivity and higher process safety and user-friendliness of these systems during on-line operation mode. The potential fields of application for evolving fuzzy systems handled in this chapter are the following:
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Visual Inspection Systemsvisual textures will be the core aspect of the second part. This means that models will be built for the purpose to associate human perception and emotions with given visual textures. These association models require a visual texture as input and are able to respond to a certain emotion the input texture may trigger for customers.
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發(fā)表于 2025-3-22 18:04:40 | 只看該作者
Further (Potential) Application Fields These enhancements can be seen as basic building blocks for a better productivity and higher process safety and user-friendliness of these systems during on-line operation mode. The potential fields of application for evolving fuzzy systems handled in this chapter are the following:
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發(fā)表于 2025-3-23 00:52:12 | 只看該作者
Book 2011s to account for changing system dynamics, new operating conditions, varying human behaviors or environmental influences..Evolving fuzzy systems (EFS). are a powerful tool to cope with this requirement, as they are able to automatically adapt parameters, expand their structure and extend their memor
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發(fā)表于 2025-3-23 05:11:00 | 只看該作者
Ehe und Familie im sozialen Wandel in incremental manner. However, each one of these exploits apply different mechanisms for rule evolution and incremental learning of antecedent parameters and also combine these differently with the learning scheme of the consequent parts. In this sense, we will give a detailed description of the specific characteristics of the various methods.
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