Overview
- Recent research in Artificial Neural Network Modelling
- Contains stimulating papers presented in the Advances and Applications in Artificial Neural Network (ANN) session at the 20th International Congress on Modelling and Simulation (MODSIM2013) held at the Adelaide Convention Centre in Adelaide, South Australia in 2013
- Covers theoretical aspects as well as a few more recent novel ANN applications in natural, environmental and biological systems for modelling small, large and complex systems
- Featured topics include: Genetic programming, supervised and unsupervised ANNs and fuzzy representations
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Computational Intelligence (SCI, volume 628)
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Table of contents (21 chapters)
Keywords
About this book
This book covers theoretical aspects as well as recent innovative applications of Artificial Neural networks (ANNs) in natural, environmental, biological, social, industrial and automated systems.
It presents recent results of ANNs in modelling small, large and complex systems under three categories, namely, 1) Networks, Structure Optimisation, Robustness and Stochasticity 2) Advances in Modelling Biological and Environmental Systems and 3) Advances in Modelling Social and Economic Systems. The book aims at serving undergraduates, postgraduates and researchers in ANN computational modelling.
Editors and Affiliations
Bibliographic Information
Book Title: Artificial Neural Network Modelling
Editors: Subana Shanmuganathan, Sandhya Samarasinghe
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-319-28495-8
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-28493-4Published: 12 February 2016
Softcover ISBN: 978-3-319-80363-0Published: 30 March 2018
eBook ISBN: 978-3-319-28495-8Published: 03 February 2016
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: VII, 472
Number of Illustrations: 63 b/w illustrations, 124 illustrations in colour
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