Application of Bionic Models for Situation Management

EasyChair Preprint 3984

Abstract

The article discusses the concept of choosing the sequence of control actions in order to minimize the possibility of the system state transition to an adverse one. For this purpose, the bionic model based on the synthesis of information approach, neural networks and a genetic algorithm is developed. The functionality of each of the model elements and their interaction are presented in this paper. Special attention is paid to neuroevolutionary interaction. A brief description of the software implemented in the Python programming language is provided.

Keyphrases: Genetic Algorithm, bionic model, choice of control actions, information approach, neural networks

@booklet{EasyChair:3984,
  author    = {Olga Gerget and Nataliia Markova},
  title     = {Application of Bionic Models for Situation Management},
  howpublished = {EasyChair Preprint 3984},
  year      = {EasyChair, 2020}}