The method of selecting components of a complex system based on evolutionary calculations

Authors

  • Mykola Shadler National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Ukraine
  • Artem Volokyta National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Ukraine

Abstract

There is EA examines, namely genetic algorithms and methods of speeding up their work on the example of solving the problem of building a complex system - a personal computer.

As a practical part, a genetic algorithm was implemented, which solves the task using the proposed method of selecting components of a complex system, which, due to the use of evolutionary calculations, namely a genetic algorithm with a modified fitness function, allows to increase the efficiency of the process of composing elements of complex systems on the example of selecting components for personal computers or servers.

Keywords: PC, personal computer, genetic algorithms, evolutionary calculations, fitness function, complex system

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Published

2023-11-08

Issue

Section

Global Networks, Grid and Cloud