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SOLUTION OF THE SATELLITE TRANSFER PROBLEM WITH HYBRID MEMETIC ALGORITHM

Abstract

This paper presents a hybrid memetic algorithm (MA) to solve the problem of finding the optimal program control of nonlinear continuous deterministic systems based on the concept of the meme, which is one of the promising solutions obtained in the course of implementing the procedure for searching the extremes. On the basis of the proposed algorithm the software complex is formed in C#. The solution of satellite transfer problem is presented.

About the Authors

A. V. Panteleyev
МАИ
Russian Federation


V. A. Pismennaya
МАИ
Russian Federation


References

1. Dawkins R. Universal Darwinism in D.S. Bendall (ed.), Evolution: From Molecules to Men, Cambridge University Press, Cambridge, 1983. - P. 403-425.

2. Dawkins R. The Selfish Gene. - Oxford University Press, 1976.

3. Moscato P. On Evolution, Search, Optimization, Genetic Algorithms and Martial Arts: Towards Memetic Algorithms // Caltech Concurrent Computation Program (report 826), 1989.

4. Neri F., Cotta C., Moscato P. Handbook of Memetic Algorithms // Studies in Computational Intelligence, V. 379, Springer-Verlag, Berlin Heidelberg, 2012.

5. Dorigo M., Socha K. Ant colony optimization for continuous domains // European Journal of Operational Research. V. 185, 2008. - P. 1155-1173.

6. Kirkpatrick S., Gelatt C.D., Vecchi M.P. Optimization by simulated annealing. Science. V. 220, 1983. - P. 671-680.

7. Киреев В.И., Пантелеев А.В. Численные методы в примерах и задачах. - М.: Высшая школа, 2008.

8. Duarte A., Marti R., Gortazar F. Path relinking for large scale global optimization. Soft Comput. 15(11), 2001. - P. 2257-2273.

9. Охорзин В.А., Рыжиков И.С. Решение терминальной задачи управления в виде многоуровневого реле // Перспективные инновации в науке, образовании, производстве и транспорте 2012: материалы междунар. науч.-практич. конф. - Вып. 2. - 2012. - Т. 2. - С. 89-93.

10. Пантелеев А.В., Метлицкая Д.В., Алешина Е.А. Методы глобальной оптимизации. Метаэвристические стратегии и алгоритмы. - М.: Вузовская книга, 2013.


Review

For citations:


Panteleyev A.V., Pismennaya V.A. SOLUTION OF THE SATELLITE TRANSFER PROBLEM WITH HYBRID MEMETIC ALGORITHM. Civil Aviation High Technologies. 2014;(207):25-32. (In Russ.)

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ISSN 2079-0619 (Print)
ISSN 2542-0119 (Online)