Structural Combinatorial of Network Information System of Systems based on Evolutionary Optimization Method

02/22/2020
by   Tingting Zhang, et al.
11

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.

READ FULL TEXT
research
09/05/2010

Results of Evolution Supervised by Genetic Algorithms

A series of results of evolution supervised by genetic algorithms with i...
research
05/05/2023

Evolution under Length Constraints for CNN Architecture design

In recent years, the CNN architectures designed by evolution algorithms ...
research
07/21/2017

Should Evolution Necessarily be Egolution?

In the article I study the evolutionary adaptivity of two simple populat...
research
07/24/2018

Computer Simulation of Biological Processes at the High School

The article describes the method of using computer-learning tools during...
research
11/26/2022

Quantitative Method for Security Situation of the Power Information Network Based on the Evolutionary Neural Network

Cybersecurity is the security cornerstone of digital transformation of t...
research
11/13/2020

Formation of Regression Model for Analysis of Complex Systems Using Methodology of Genetic Algorithms

This study presents the approach to analyzing the evolution of an arbitr...
research
10/29/2009

Forced Evolution in Silico by Artificial Transposons and their Genetic Operators: The John Muir Ant Problem

Modern evolutionary computation utilizes heuristic optimizations based u...

Please sign up or login with your details

Forgot password? Click here to reset