| 书目名称 | Fuzzy Cognitive Maps | | 副标题 | A Tool for the Model | | 编辑 | László T. Kóczy | | 视频video | | | 概述 | Covers a breadth of topics of cognitive maps ranging from a systematic analysis, design, and applications.Offers a systematic and coherent exposure of the material.Underlines interesting innovative re | | 丛书名称 | Studies in Fuzziness and Soft Computing | | 图书封面 |  | | 描述 | .This book is considered as a monograph but also as a potential textbook for graduate students, focusing on the application of FCMs for modelling and analysing the behaviour of multicomponent systems. In the last two decades, no monograph or textbook has been published on the topic Fuzzy Cognitive Maps (FCM), so this new book is definitely filling a gap in the literature of computational intelligence. .The book is built up didactically, the novel results in the field being presented in the way of starting with two real-life case studies, one in the area of waste management, while the other one in modelling bank management systems. In both cases, the book starts with explaining the applied problem and then presenting how the model construction is done and what problems emerge when attempts are made for applying directly earlier results on FCM modelling. In the first case study, the problem of the oversimplification leads to inadequacy of the model, and then it is shown how new,much finer models can be built up based on expert domain knowledge. Then, the new problem of losing transparency and interpretability emerges, and as a solution, a new algorithm family is proposed that reduces | | 出版日期 | Book 2024 | | 关键词 | Cognitive Maps; Fuzzy Systems; Intelligent Systems; Computational Intelligence; Fuzzy cognitive maps | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-37959-8 | | isbn_softcover | 978-3-031-37961-1 | | isbn_ebook | 978-3-031-37959-8Series ISSN 1434-9922 Series E-ISSN 1860-0808 | | issn_series | 1434-9922 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 17:41:07
