Artificial Neural Network Modelling

  • Subana Shanmuganathan
  • Sandhya Samarasinghe
Part of the Studies in Computational Intelligence book series (SCI, volume 628)

Table of contents

  1. Front Matter
    Pages i-vii
  2. Subana Shanmuganathan
    Pages 1-14
  3. Hong Ling, Sandhya Samarasinghe, Don Kulasiri
    Pages 83-107
  4. Muhammad Shoaib, Asaad Y. Shamseldin, Bruce W. Melville, Mudasser Muneer Khan
    Pages 127-143
  5. K. S. Kasiviswanathan, K. P. Sudheer, Jianxun He
    Pages 145-159
  6. Irene L. Hudson, Shalem Y. Leemaqz, Susan W. Kim, David Darwent, Greg Roach, Drew Dawson
    Pages 235-279
  7. Omid Motlagh, George Grozev, Elpiniki I. Papageorgiou
    Pages 281-306
  8. Nagesh Shukla, Jun Ma, Rohan Wickramasuriya, Nam Huynh, Pascal Perez
    Pages 405-422

About this book

Introduction

 

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.    

Keywords

ANN Artificial Neural Networks Modelling Computational Intelligence Fuzzy Representations Genetic Programming Supervised and Unsupervised ANNs

Editors and affiliations

  • Subana Shanmuganathan
    • 1
  • Sandhya Samarasinghe
    • 2
  1. 1.School of Computer and MathematicalAuckland University of Technology (AucklandNew Zealand
  2. 2.Dept of Informatics & Enabling TechLincoln UniversityLincolnNew Zealand

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-28495-8
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-28493-4
  • Online ISBN 978-3-319-28495-8
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • About this book