OPTIMIZATION OF NEURAL NETWORKS BY GENETIC ALGORITHM

Iu L · Computer Applications and Software · 1997

A geneiic algorithm to optimize both neural network and related connection weights in a given task is proposed. A neural network having arbitrary connections is regarded as a virtural living thing which has genes respresenting ita connections among neural units. An XOR problem ia dealt with. The proposed method is available for designing a neural network whose adequate structure ia unknown.

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