Competition and Collaboration in Cooperative Coevolution of Elman Recurrent Neural Networks for Time-Series Prediction

  • Rohitash Chandra
  • Published 2015 in
    IEEE Transactions on Neural Networks and Learning…

Abstract

Collaboration enables weak species to survive in an environment where different species compete for limited resources. Cooperative coevolution (CC) is a nature-inspired optimization method that divides a problem into subcomponents and evolves them while genetically isolating them. Problem decomposition is an important aspect in using CC for neuroevolution… (More)
DOI: 10.1109/TNNLS.2015.2404823

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