مقاله انگلیسی رایگان در مورد سیستم هوشمند آموزشی با استفاده از الگوریتم ژنتیک – الزویر 2020

1- Introduction

2- The Principle of GA

3- The GALA software system

4- Conclusions

References

Abstract

This paper presents an Intelligent Information System for education. The system was created for teaching students to use genetic algorithm in application to optimization tasks. The system allows to quickly encode a solution of the problem and pick up most suitable configuration of genetic algorithm. The paper also demonstrates a specific example of usage of educational system to solve an optimization task. The paper contains a description of the educational system and its features, a description of its capabilities of working with genetic algorithm and its graphical interface.

Introduction

The use of information technologies (IT) in various spheres of human activity, the exponential growth of information volumes and the need to respond quickly in any situations necessitate the search for adequate ways to solve new and new emerging problems [1]. One of the most effective ways is the study, application, development and further improvement of algorithms and methods of machine computing. Finding the optimal solution is one of the problems that researchers face, both in the theoretical field and in solving engineering and production problems. Optimization problems imply the need to choose from the set of possible solutions the best from the point of view of certain criteria, satisfying given conditions and limitations.