<p>The network information system is a military
information network system with evolution characteristics. Evolution is a
process of replacement between disorder and order, chaos and equilibrium. Given
that the concept of evolution originates from biological systems, in this
article, the evolution of network information architecture is analyzed by
genetic algorithms, and the network information architecture is represented by
chromosomes. Besides, the genetic algorithm is also applied to find the optimal
chromosome in the architecture space. The evolutionary simulation is used to
predict the optimal scheme of the network information architecture and provide
a reference for system construction.</p><br>