Preliminary research on genetic strategy based on neural network

A novel strategy for generating the offspring based on multilayer neural network was proposed for genetic algorithms. Multilayer neural network was adopted to map the relationship between the parents and corresponding elite offspring due to the powerful mapping capability. The concept of the genetic strategy based on multilayer neural network was introduced at first, and the implementation was discussed then. The numerical experiments were given to evaluate the performance of multilayer neural network based genetic strategy finally. The numerical results show that the genetic strategy has the high probability to generate the better offspring.