Kniha Ecological Informatics Friedrich Recknagel

Ecological Informatics

Understanding Ecology by Biologically-Inspired Computation

Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: 50 % šanca
Prehľadáme celý svet
240.05
Ecological Informatics promotes interdisciplinary research between ecology and computer science on e...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2006
Stránok
496
EAN
9783540283836
ISBN
3540283838
Enbook ID
01561026
Hmotnosť
961
Rozmery
155 x 235

Kompletný popis

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.

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