A two-phase optimization neural network

  title={A two-phase optimization neural network},
  author={Chia-Yiu Maa and Michael A. Shanblatt},
  journal={IEEE transactions on neural networks},
  volume={3 6},
A novel two-phase neural network that is suitable for solving a large class of constrained or unconstrained optimization problem is presented. For both types of problems with solutions lying in the interior of the feasible regions, the phase-one structure of the network alone is sufficient. When the solutions of constrained problems are on the boundary of the feasible regions, the proposed two-phase network is capable of achieving the exact solutions, in contrast to existing optimization neural… CONTINUE READING
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