Improving Neural Networks for Mechanism Kinematic Chain Isomorphism Identification

@article{Marn2007ImprovingNN,
  title={Improving Neural Networks for Mechanism Kinematic Chain Isomorphism Identification},
  author={Gloria Gal{\'a}n Mar{\'i}n and Enrique M{\'e}rida Casermeiro and Domingo L{\'o}pez-Rodr{\'i}guez},
  journal={Neural Processing Letters},
  year={2007},
  volume={26},
  pages={133-143}
}
Detection of isomorphism among kinematic chains is essential in mechanical design, but difficult and computationally expensive. It has been shown that both traditional methods and previously presented neural networks still have a lot to be desired in aspects such as simplifying procedure of identification and adapting automatic computation. Therefore, a new algorithm based on a competitive Hopfield network is developed for automatic computation in the kinematic chain isomorphism problem. The… CONTINUE READING

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