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Computational Ecology: Artificial Neural Networks And Their Applications (Hardcover)
Loot Price: R2,860
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Computational Ecology: Artificial Neural Networks And Their Applications (Hardcover)
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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.
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