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System and method for solving an optimization problem using a neural-network-based genetic algorithm technique

  • US 20040044633A1
  • Filed: 08/29/2002
  • Published: 03/04/2004
  • Est. Priority Date: 08/29/2002
  • Status: Abandoned Application
First Claim
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1. A method for solving a problem using a genetic algorithm technique, comprising:

  • initializing a population of chromosomes representative of a set of candidate solutions to said problem;

    training a neural network for fitness prediction with respect to said population of chromosomes; and

    applying said trained neural network for finding an optimal solution to said optimization problem, wherein said trained neural network is used for evaluating fitness of each successive generation of chromosomes obtained as a result of a genetic operation.

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