Ecological Informatics Scope, Techniques and Applications
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- Hardcover
- Taschenbuch ausgewählt
- eBook
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Sprache:Englisch
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Verlag:Springer Berlin
- Springer Fr. 241.00
- Springer Berlin Fr. 312.00 ausgewählt
Fr. 312.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
29.11.2014
Abbildungen
XXXVI, 496 p.
Herausgeber
Friedrich RecknagelVerlag
Springer BerlinSeitenzahl
496
Maße (L/B/H)
23.5/15.5/2.9 cm
Gewicht
803 g
Auflage
Second Edition 2006
Sprache
Englisch
ISBN
978-3-642-44677-1
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.
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