| 書(shū)目名稱(chēng) | Tree-Structure based Hybrid Computational Intelligence | | 副標(biāo)題 | Theoretical Foundati | | 編輯 | Yuehui Chen,Ajith Abraham | | 視頻video | http://file.papertrans.cn/930/929829/929829.mp4 | | 概述 | Covering the new field of Flexible Neural Trees Networks in a well structured way.The state of the art of Flexible Neural Trees networks for researchers and graduate students | | 叢書(shū)名稱(chēng) | Intelligent Systems Reference Library | | 圖書(shū)封面 |  | | 描述 | .Research in computational intelligence is directed toward building thinking machines and improving our understanding of intelligence. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. In this book, the authors illustrate an hybrid computational intelligence framework and it applications for various problem solving tasks. Based on tree-structure based encoding and the specific function operators, the models can be flexibly constructed and evolved by using simple computational intelligence techniques. The main idea behind this model is the flexible neural tree, which is very adaptive, accurate and efficient. Based on the pre-defined instruction/operator sets, a flexible neural tree model can be created and evolved...This volume comprises of 6 chapters including an introductory chapter giving the fundamental definitions and the last Chapter provides some important research challenges. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques and data mining will f | | 出版日期 | Book 2010 | | 關(guān)鍵詞 | cognition; computational intelligence; data mining; dynamical systems; emotion; fuzzy system; learning; neu | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-04739-8 | | isbn_softcover | 978-3-642-26120-6 | | isbn_ebook | 978-3-642-04739-8Series ISSN 1868-4394 Series E-ISSN 1868-4408 | | issn_series | 1868-4394 | | copyright | Springer-Verlag Berlin Heidelberg 2010 |
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