| 书目名称 | Computing Statistics under Interval and Fuzzy Uncertainty | | 副标题 | Applications to Comp | | 编辑 | Hung T. Nguyen,Vladik Kreinovich,Gang Xiang | | 视频video | http://file.papertrans.cn/235/234754/234754.mp4 | | 概述 | Recent advances in Computing Statistics under Interval and Fuzzy Uncertainty.Presents various Applications to Computer Science and Engineering | | 丛书名称 | Studies in Computational Intelligence | | 图书封面 |  | | 描述 | .In many practical situations, we are interested in statistics characterizing a population of objects: e.g. in the mean height of people from a certain area.. .Most algorithms for estimating such statistics assume that the sample values are exact. In practice, sample values come from measurements, and measurements are never absolutely accurate. Sometimes, we know the exact probability distribution of the measurement inaccuracy, but often, we only know the upper bound on this inaccuracy. In this case, we have interval uncertainty: e.g. if the measured value is 1.0, and inaccuracy is bounded by 0.1, then the actual (unknown) value of the quantity can be anywhere between 1.0 - 0.1 = 0.9 and 1.0 + 0.1 = 1.1. In other cases, the values are expert estimates, and we only have fuzzy information about the estimation inaccuracy.. .This book shows how to compute statistics under such interval and fuzzy uncertainty. The resulting methods are applied to computer science (optimal scheduling of different processors), to information technology (maintaining privacy), to computer engineering (design of computer chips), and to data processing in geosciences, radar imaging, and structural mechanics.. | | 出版日期 | Book 20121st edition | | 关键词 | Fuzziness; Fuzzy Uncertainty; Interval Uncertainty; Soft Computing | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-24905-1 | | isbn_softcover | 978-3-642-44570-5 | | isbn_ebook | 978-3-642-24905-1Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | Springer-Verlag Berlin Heidelberg 2012 |
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