Ecological Informatics

Scope, Techniques and Applications

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Éditeur :

Springer


Paru le : 2006-05-21



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Description

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 with novel evolutionary algorithms for the discovery of multiple nonlinear functions and rule sets as well as parameter optimisation in complex ecological data.
Pages
496 pages
Collection
n.c
Parution
2006-05-21
Marque
Springer
EAN papier
9783540284260
EAN PDF
9783540284260

Informations sur l'ebook
Nombre pages copiables
4
Nombre pages imprimables
49
Taille du fichier
9626 Ko
Prix
262,69 €

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