| 书目名称 | The Fundamentals of Computational Intelligence: System Approach |
| 编辑 | Mikhail Z. Zgurovsky,Yuriy P. Zaychenko |
| 视频video | |
| 概述 | Systematic presentation of main trends, approaches and technologies of Computational Intelligence.Presents novel important CI technology, fuzzy logic (FL) systems and fuzzy neural networks (FNN).Inclu |
| 丛书名称 | Studies in Computational Intelligence |
| 图书封面 |  |
| 描述 | .This monograph is dedicated to the systematic presentation of main trends, technologies and methods of computational intelligence (CI). The book pays big attention to novel important CI technology- fuzzy logic (FL) systems and fuzzy neural networks (FNN). Different FNN including new class of FNN- cascade neo-fuzzy neural networks are considered and their training algorithms are described and analyzed.. .The applications of FNN to the forecast in macroeconomics and at stock markets are examined. The book presents the problem of portfolio optimization under uncertainty, the novel theory of fuzzy portfolio optimization free of drawbacks of classical model of Markovitz as well as an application for portfolios optimization at Ukrainian, Russian and American stock exchanges. The book also presents the problem of corporations bankruptcy risk forecasting under incomplete and fuzzy information, as well as new methods based on fuzzy sets theory and fuzzy neural networks and results of their application for bankruptcy risk forecasting are presented and compared with Altman method. ..This monograph also focuses on an inductive modeling method of self-organization – the so-called Group Met |
| 出版日期 | Book 2017 |
| 关键词 | Computational Intelligence; Fuzzy Logic Systems; Fuzzy Neural Networks; GMDH; Neural Networks |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-319-35162-9 |
| isbn_softcover | 978-3-319-81739-2 |
| isbn_ebook | 978-3-319-35162-9Series ISSN 1860-949X Series E-ISSN 1860-9503 |
| issn_series | 1860-949X |
| copyright | Springer International Publishing Switzerland 2017 |
发表于 2025-3-21 17:06:12
