Use of Genetic Algorithms for Optimal Topology Determination in Back Propagation Neural Networks

  • Philip Robbins
  • Alan Soper
  • Keith Rennolls


A genetic algorithm is applied to evolve neural network topologies suitable for given problem domains. Certain concepts, from the fields of statistics and genetics, are considered with a view to possible future improvements to the genetic algorithm.


Genetic Algorithm Root Mean Square Back Propagation Neural Network Evolutionary Stable Strategy Back Propagation Network 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer-Verlag/Wien 1993

Authors and Affiliations

  • Philip Robbins
    • 1
  • Alan Soper
    • 1
  • Keith Rennolls
    • 2
  1. 1.School of Computing and Information TechnologyUniversity of GreenwichLondonEngland
  2. 2.School of Mathematics, Statistics and ComputingUniversity of GreenwichLondonEngland

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