| 书目名称 | Ecological Informatics | | 副标题 | Scope, Techniques an | | 编辑 | Friedrich Recknagel | | 视频video | | | 概述 | The book provides numerous applications of ecological informatics to computational techniques for ecological analysis, synthesis and forecasting | | 图书封面 |  | | 描述 | .Ecological Informatics promotes interdisciplinary research between ecology and computer science on elucidation of principles of information processing in ecosystems, ecological sustainability by informed decision making, and bio-inspired computation. The 2.nd. edition of the book consolidates the scope, concepts, and techniques of this newly emerging discipline by a new preface and additional chapters on cellular automata, qualitative reasoning, hybrid evolutionary algorithms and artificial neural networks. It illustrates numerous applications of Ecological Informatics for aquatic and terrestrial ecosystems, image recognition at micro- and macro-scale as well as computer hardware design..Case studies focus on applications of artificial neural networks, evolutionary computation, cellular automata, adaptive agents, fuzzy logic as well as qualitative reasoning. .The 2.nd. edition of the book includes an index with novel evolutionary algorithms for the discovery of multiple nonlinear functions and rule sets as well as parameter optimisation in complex ecological data. . | | 出版日期 | Book 20062nd edition | | 关键词 | algorithms; artificial neural network; automata; classification; ecology; ecosystem; environment; fuzzy; inf | | 版次 | 2 | | doi | https://doi.org/10.1007/3-540-28426-5 | | isbn_softcover | 978-3-642-44677-1 | | isbn_ebook | 978-3-540-28426-0 | | copyright | Springer-Verlag Berlin Heidelberg 2006 |
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发表于 2025-3-21 19:28:59
