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Cover: 9789814282628 | Computational Ecology | Wenjun Zhang | Buch | Englisch | 2010
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Computational Ecology
Artificial Neural Networks and Their Applications
Buch von Wenjun Zhang
Sprache: Englisch

124,95 €*

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Beschreibung
Due to the complexity and non-linearity of most ecological problems, artificial neural networks (ANNs) have attracted attention from ecologists and environmental scientists in recent years. As these networks are increasingly being used in ecology for modeling, simulation, function approximation, prediction, classification and data mining, this unique and self-contained book will be the first comprehensive treatment of this subject, by providing readers with overall and in-depth knowledge on algorithms, programs, and applications of ANNs in ecology. Moreover, a new area of ecology, i.e., computational ecology, is proposed and its scopes and objectives are defined and discussed.

Computational Ecology consists of two parts: the first describes the methods and algorithms of ANNs, interpretability and mathematical generalization of neural networks, Matlab neural network toolkit, etc., while the second provides case studies of applications of ANNs in ecology, Matlab codes, and comparisons of ANNs with conventional methods. This publication will be a valuable reference for research scientists, university teachers, graduate students and high-level undergraduates in the areas of ecology, environmental sciences, and computational science.

Due to the complexity and non-linearity of most ecological problems, artificial neural networks (ANNs) have attracted attention from ecologists and environmental scientists in recent years. As these networks are increasingly being used in ecology for modeling, simulation, function approximation, prediction, classification and data mining, this unique and self-contained book will be the first comprehensive treatment of this subject, by providing readers with overall and in-depth knowledge on algorithms, programs, and applications of ANNs in ecology. Moreover, a new area of ecology, i.e., computational ecology, is proposed and its scopes and objectives are defined and discussed.

Computational Ecology consists of two parts: the first describes the methods and algorithms of ANNs, interpretability and mathematical generalization of neural networks, Matlab neural network toolkit, etc., while the second provides case studies of applications of ANNs in ecology, Matlab codes, and comparisons of ANNs with conventional methods. This publication will be a valuable reference for research scientists, university teachers, graduate students and high-level undergraduates in the areas of ecology, environmental sciences, and computational science.

Details
Erscheinungsjahr: 2010
Genre: Importe, Technik allg.
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9789814282628
ISBN-10: 9814282626
Sprache: Englisch
Einband: Gebunden
Autor: Wenjun Zhang
Hersteller: World Scientific
Verantwortliche Person für die EU: Books on Demand GmbH, In de Tarpen 42, D-22848 Norderstedt, info@bod.de
Maße: 235 x 157 x 21 mm
Von/Mit: Wenjun Zhang
Erscheinungsdatum: 25.06.2010
Gewicht: 0,605 kg
Artikel-ID: 101301116
Details
Erscheinungsjahr: 2010
Genre: Importe, Technik allg.
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9789814282628
ISBN-10: 9814282626
Sprache: Englisch
Einband: Gebunden
Autor: Wenjun Zhang
Hersteller: World Scientific
Verantwortliche Person für die EU: Books on Demand GmbH, In de Tarpen 42, D-22848 Norderstedt, info@bod.de
Maße: 235 x 157 x 21 mm
Von/Mit: Wenjun Zhang
Erscheinungsdatum: 25.06.2010
Gewicht: 0,605 kg
Artikel-ID: 101301116
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