Genetic algorithms search for optimal control of continuous deterministic systems

Mathematics. Physics. Mechanics


Аuthors

Metlitskaya D. V.

Moscow Aviation Institute (National Research University), 4, Volokolamskoe shosse, Moscow, А-80, GSP-3, 125993, Russia

Abstract

The application of genetic algorithms for searching the global conditional extremum with binary coding and real coding to the problem of optimal control of nonlinear continuous deterministic systems is suggested. A detailed algorithm for solving the problem, on which to create the appropriate software, is considered. An example of solving an applied problem and compared the results with other methods, illustrating the effectiveness of generated algorithms.

Keywords:

genetic algorithms, binary coding, real coding, a continuous control system, optimal control.


Download

mai.ru — informational site MAI

Copyright © 2000-2021 by MAI

Вход