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Science/Engineering Friedrich Recknagel - Ecological Informatics: Scope, Techniques and Applications

Posted on 2010-03-16




Name:Science/Engineering Friedrich Recknagel - Ecological Informatics: Scope, Techniques and Applications
ASIN/ISBN:3540283838
Language:English
File size:5.87 Mb
Publish Date: 2006
ISBN: 3540283838
Pages: 496
File Type: PDF
File Size: 5.87 MB
Other Info: Springer
   Science/Engineering Friedrich Recknagel - Ecological Informatics: Scope, Techniques and Applications

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Friedrich Recknagel - Ecological Informatics: Scope, Techniques and Applications

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 2nd 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 2nd edition of the book includes an index and a CD with novel evolutionary algorithms for the discovery of multiple nonlinear functions and rule sets as well as parameter optimisation in complex ecological data.

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