Solution of the stabilization of satellite problem with bioinspired optimization methods
Abstract
This paper presents bioinspired global optimization methods to solve the problem of finding the optimal program control of bundle of trajectories of nonlinear deterministic systems. It considers four bioinspired global optimization methods: Shuffled Frog Leaping Algorithm, Weed Colonization, Glowworm Swarm Optimization and Cuckoo search. The effectiveness of the proposed algorithms is researched with the software complex, formed in C#. The solution of stabilization of satellite problem is presented.
References
1. Panteleev A.V., Metlickaja D.V., Aleshina E.A. Metody global'noj optimizacii. Metajevristicheskie strategii i algoritmy (Global optimization methods. Metaheuristic strategies and algorithms), Moscow, Vuzovskaja kniga, 2013, 244 p.
2. Yang X.-S., Deb S. Engineering Optimization by Cuckoo Search, Int. J. Mathematical Modelling and Numerical Optimization, 2010, vol. 1, no. 4, pp. 330–340.
3. Mehrabian A.R., Lucas C.A. Novel numerical optimization algorithm inspired from weed colonization, Ecological Informatics, 2006, vol. 1, no.4, pp. 355–366.
4. Eusuff M.M., Lansey K.E. Optimization of water distribution network design using the shuffled frog leaping algorithm, J. of Water Resources Planning and Management, 2003, no. 3, pp. 210-225.
5. Yang X.-S. Firefly algorithms for multimodal optimization, Stochastic Algorithms: Foundations and Applications, SAGA 2009, Lecture Notes in Computer Sciences, 2009, vol. 5792, pp. 169-178.
6. Orlovskaja N.M. Elektronnyi zhurnal «Trudy MAI», 2014, no. 73, available at: www.mai.ru/science/trudy/
7. Semenov V.V., Panteleev A.V., Rudenko E.A., Bortakovskij A.S. Metody opisanija, analiza i sinteza nelinejnyh sistem upravlenija (Description, Analysis, and Synthesis of Nonlinear Control Systems), MAI Publishers, 1993, 312 p.
8. Panteleev A.V., Rybakov K.A. Prikladnoj verojatnostnyj analiz nelinejnyh sistem upravlenija spektral'nym metodom (Applied probabilistic analysis of nonlinear control systems by the spectral method), Moscow, MAI Publishers, 2010, 160 p.
9. Panteleev A.V., Pis'mennaja V.A. Aviakosmicheskoe priborostroenie, 2014, no. 3, pp. 26-34.
Review
For citations:
Panteleyev A.V., Orlovskaya N.M. Solution of the stabilization of satellite problem with bioinspired optimization methods. Civil Aviation High Technologies. 2015;(220):5-12. (In Russ.)
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