书目名称 | Soft Computing Methods in Human Sciences |
编辑 | Vesa A. Niskanen |
视频video | |
概述 | Concise and clear presentation of soft computing methods and their applications in the human sciences.Presents a novel way of thinking, including fuzzy systems, neural networks, evolutionary computing |
丛书名称 | Studies in Fuzziness and Soft Computing |
图书封面 |  |
描述 | This book considers Soft Computing methods and their applications in the human sciences. Soft Computing methods - including fuzzy systems, neural networks, evolutionary computing and probabilistic reasoning - are state-of-the-art methods in theory formation and model construction. They mainly stem from the natural sciences, and they have already proved to be powerful in their applications because Soft Computing models, particularly fuzzy system models, are simple and correspond well to the actual world and to human reasoning. Hence, we no longer have to use the complicated mathematical models that have prevailed in this research area. Dozens of books and thousands of articles have been devoted to applications of Soft Computing in the natural sciences, but only a few studies have focused on its applications in the human sciences, such as the social and the behavioral sciences - this despite the fact that these novel methods seem to open a number of inspiring prospects in these disciplines. In quantitative research in the human sciences, typical application areas include statistical models that can be replaced by simpler numerical or linguistic Soft Computing models. In qualitative r |
出版日期 | Book 2004 |
关键词 | Computer; Evolutionary Computing; Fuzzy; Fuzzy Systems; Human Sciences; Neural Networks; Probabilistic Rea |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-540-36421-4 |
isbn_softcover | 978-3-642-05592-8 |
isbn_ebook | 978-3-540-36421-4Series ISSN 1434-9922 Series E-ISSN 1860-0808 |
issn_series | 1434-9922 |
copyright | Springer-Verlag Berlin Heidelberg 2004 |