书目名称 | Foundations of Reasoning under Uncertainty | 编辑 | Bernadette Bouchon-Meunier,Luis Magdalena,Ronald R | 视频video | | 概述 | State of the art of Uncertainty Research.Outcome of the 2008 Conference on Information Processing and Management of Uncertainty (IPMU) in Málaga, Spain | 丛书名称 | Studies in Fuzziness and Soft Computing | 图书封面 |  | 描述 | Uncertainty exists almost everywhere, except in the most idealized situations; it is not only an inevitable and ubiquitous phenomenon, but also a fundamental sci- ti?c principle. Furthermore, uncertainty is an attribute of information and, usually, decision-relevant information is uncertain and/or imprecise, therefore the abilities to handle uncertain information and to reason from incomplete knowledge are c- cial features of intelligent behaviour in complex and dynamic environments. By carefully exploiting our tolerance for imprecision and approximation we can often achieve tractability, robustness, and better descriptions of reality than traditional - ductive methods would allow us to obtain. In conclusion, as we move further into the ageofmachineintelligence,theproblemofreasoningunderuncertainty,in other words, drawing conclusions from partial knowledge, has become a major research theme. Not surprisingly,the rigoroustreatment of uncertaintyrequiressophisticated - chinery, and the present volume is conceived as a contribution to a better und- standing of the foundations of information processing and decision-making in an environment of uncertainty, imprecision and partiality of | 出版日期 | Book 2010 | 关键词 | Management of Uncertainty; Reasoning in Uncertainty; fuzziness; fuzzy; modeling; uncertainty | 版次 | 1 | doi | https://doi.org/10.1007/978-3-642-10728-3 | isbn_softcover | 978-3-642-26235-7 | isbn_ebook | 978-3-642-10728-3Series ISSN 1434-9922 Series E-ISSN 1860-0808 | issn_series | 1434-9922 | copyright | Springer-Verlag Berlin Heidelberg 2010 |
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