Open AccessGENERATION OF OPTIMAL 2-D ROUTES USING GENETIC ALGORITHMS
Author(s) -
Elena Skakalina
Publication year - 2021
Publication title -
interconf
Language(s) - English
Resource type - Journals
ISSN - 2709-4685
DOI - 10.51582/interconf.19-20.09.2021.031
Subject(s) - genetic algorithm , heuristic , sequence (biology) , probabilistic logic , computer science , algorithm , quality control and genetic algorithms , mathematical optimization , bounded function , genetic operator , operator (biology) , probabilistic analysis of algorithms , optimization problem , meta optimization , mathematics , artificial intelligence , biology , genetics , mathematical analysis , repressor , transcription factor , gene
The paper deals with practical issues of using the apparatus of genetic algorithms as one of the directions of optimization based on heuristic optimization methods. The adequacy of the application of genetic algorithms in the problem of two-dimensional optimal placement of a bit sequence in a bounded two-dimensonal space is shown. The probabilistic mechanism of application of the mutational genetic operator is used.