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Book synopsis

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.

Book details

Book category Books in English Mathematics & science Biology, life sciences Life sciences: general issues

• Full title: Computational Ecology: Artificial Neural Networks And Their Applications
• Author: Wenjun Zhang
• Language: English
• Binding: Hardback
• Number of pages: 312
• EAN: 9789814282628
• ISBN: 9814282626
• ID: 05069842
• Publisher: World Scientific Publishing Co Pte Ltd
• Weight: 574 g
• Dimensions: 234 × 162 × 22 mm
• Date of publishing: 31. March 2010

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