Keywords: simulation, optimization, tourist organization, modeling
THE DEVELOPMENT OF OPTIMIZATION SIMULATION MODEL TO SUPPORT THE PROCESSES OF ORGANIZATION OF TRAVEL SYSTEMS
UDC 378.017
DOI:
The development of modern tourism systems determines the need to develop appropriate methods of simulation. This paper examines the task associated with simulation of modern tourism systems. The components of simulation optimization model are described. The peculiarities of discrete-event simulation, continuous simulation, and agent-based are described. In the optimization model includes three basic components: objective function, constraints relating to the model and its variables. It is noted that for the optimization of complex systems effective is the use of genetic algorithms, evolutionary algorithms, search for the prohibition, simulated annealing and hybrid algorithms. The description of the model, which optimizes the work of travel system. The structure of the procedure, allowing the formation of integral evaluation is given.
1. Nyman J. Practical mathematical optimization: an introduction to basic optimization theory and classical and new gradient-based algorithms. / J. Snyman // Vol. 97. Springer Science and Business Media, 2005. P.12
2. April J. Optfolio - A simulation optimization system for project portfolio planning / J. April, F. Glover, J. P. Kelly //Proc. 2003 Winter Simulation Conference, eds. S. Chick, T. Sanchez, D. Ferrin and D. Morrice (2003), pp. 301-309.
3. Hong J. L., Nelson B. J. A brief instruction to optimization via simulation / J. L.Hong, B. J.Nelson // Proceedings of the 2009. Winter Simulation Conference. - 2005. - P. 75-85.
4. Ekren B. Y. Simulation-based performance improvement of a defense logistics warehouse / B. Y.Ekren, G. W.Evans, S. S.Heragu, J. S.Usher // International Material Handling Research Colloquium (IMHRC). - 2012. - P. 1-10.
5. Queirolo F. Warehouse layout design: minimizing travel time with a genetic and simulative approach - methodology and case study / F.Queirolo, F.Tonelli, M.Schenone, P.Nan, I.Zunino // Proceedings 14th European Simulation Symposium. - 2002. - P. 1-5.
6. Biethahn J. Optimirung und Simulation. / J.Biethahn, A.Lackner, M.Range, O.Brodersen // Oldenburg Wissenschaftverlag GmbH, 2004. 315 р.
7. L'vovich Ya.E. Mnogoal'ternativnaya optimizatsiya: teoriya i prilozheniya / Ya.E. L'vovich. Voronezh, Izdatel'stvo "Kvarta", 2006, 415 p.
8. Karpov Yu. G. Izuchenie sovremennykh paradigm imitatsionnogo modelirovaniya v srede Anylogic / Yu. G.Karpov // Komp'yuternye instrumenty v obrazovanii. – No. 4. - 2005. - pp. 3-14.
9. Sidorenko V. N. Imitatsionnoe modelirovanie v nauke i biznese: podkhody, instrumenty, primenenie / V. N.Sidorenko, A. V.Krasnosel'skiy // Biznesinformatika. - No. 2. - 2008. - pp. 52-57.
10. Hachicha W. A comprehensive literature classication of simulation optimisation methods / W.Hachicha, A.Ammeri, F.Masmoudi, H.Chachoub // MPRA Paper. - No. 27652. - 2010. - pp. 1-13.
11. Law A. M. Simulation-based optimization / A. M.Law, M. G.McComas // Proceedings of the 2000 Winter Simulation Conference. - 2000. - P. 46-49.
12. Seijo-Vidal L. R. Testing line optimization based on mathematical modeling from the metamodels obtained from a simulation / L. R.Seijo-Vidal, M. S.Bartolomei-Suarez // Proceedings of the 2010 Winter Simulation Conference. - 2010. - P. 1739-1749.
13. Filipova V.N. Modelirovanie protsessov planirovaniya prodvizheniya turizma / V.N.Filipova // Modelirovanie, optimizatsiya i informatsionnye tekhnologii. 2013. № 3. p. 16.
14. Filipova V.N. Ispol'zovanie protsessov modelirovaniya i upravleniya v turizme / V.N.Filipova, Yu.A.Pivovarova // Modelirovanie, optimizatsiya i informatsionnye tekhnologii. 2014. No. 2 (5). p. 19.
15. Filipova V.N. Osobennosti promyshlennogo turizma / V.N.Filipova // Vestnik Voronezhskogo instituta vysokikh tekhnologiy. 2011. No.8. pp. 138- 139.
16. Filipova V.N. Upravlenie innovatsiyami v turisticheskoy organizatsii / V.N.Filipova, K.V.Kaydakova // Vestnik Voronezhskogo instituta vysokikh tekhnologiy. 2015. No.14. pp. 186-189.
Keywords: simulation, optimization, tourist organization, modeling
For citation: Preobrazhensky Y.P. THE DEVELOPMENT OF OPTIMIZATION SIMULATION MODEL TO SUPPORT THE PROCESSES OF ORGANIZATION OF TRAVEL SYSTEMS. Modeling, Optimization and Information Technology. 2017;5(3). URL: https://moit.vivt.ru/wp-content/uploads/2017/08/PreobrazhenskyYP_3_1_17.pdf DOI: (In Russ).
Published 30.09.2017