Development of Optimization Model of Budget Allocation for Promotion of Unmanned Aerial Vehicles

  • Authors

    • Anna Anatolievna Burdina
    • Marina Nikolaevna Kaloshina
    • Elena Timofeevna Manaenkova
    • Anna Alexandrovna Nehrest
    • Tatyana Mikhailovna Rogulenko
    2018-12-03
    https://doi.org/10.14419/ijet.v7i4.38.24329
  • budget optimization, unmanned aerial vehicles, quadrocopters, SEO, convex programming, stochastic programming, quantile optimization.
  • This article discusses manufacturers of unmanned aerial vehicles, convex and stochastic programming, quantile optimization in economy are reviewed. Problem of budget allocation for promotion of engineering products is defined and solved in two variants: deterministic formulation, when a company is new and has not its own statistic data, and, otherwise, stochastic formulation. These problems were solved using methods of optimization theory and theory of stochastic systems such as simplex method, successive quadratic programming, and confidence method. Optimization model of budget allocation for promotion of unmanned aerial vehicles has been developed which optimizes budget for innovative engineering products.

     

     

  • References

    1. [1] A.N. Troshin, A.A. Burdina, Formalizatsiya zadachi optimizatsii stoimosti korporativnykh struktur s uchetom faktora regional`noi nadezhnosti [Formalization of cost optimization of corporative structures with accounting for regional reliability factor], Trudy MAI 49 (2011) 67-74.

      [2] P. Flach, Machine Learning: The Art and Science of Algorithms That Make Sense of Data, Cambridge University Press, Cambridge, 2012.

      [3] The most annoying in banners is intrusiveness. Superjob.ru research portal: https://www.superjob.ru/community/ad/60199/ Revised November 24, 2011, Accessed September 10, 2018

      [4] SEOpromotion: http://ultra-com.net/seo-uslugi.

      [5] Yandex.Wordstat https://wordstat.yandex.ru/ Accessed September 10, 2018.

      [6] Yandex.Metrika https://metrika.yandex.ru Accessed September 10, 2018.

      [7] Types of requests and clickability of positions in Yandex search. First three positions in Yandex search: http://www.seonews.ru/analytics/tipyi-zaprosov-i-klikabelnost-pozitsiy-v-vyidache-yandeksa-3-mesta-v-vyidache-yandeksa/ Revised July 14, 2008, Accessed September 10, 2018.

      [8] A.I. Kibzun, S.Yu. Kan, Zadachi stokhasticheskogo programmirovaniya s veroyatnostnymi kriteriyami [Stochastic programming problems with probability criteria], FIZMATLIT, Moscow, 2009.

      [9] A.V. Degtyarev, V.A. Vdovin, A.M. Kovalev, aet al., Informatsionnye tekhnologii v menedzhmente [Information technologies in management], Guidebook, Dobroe slovo, Moscow, 2011.

      [10] A.A. Burdina, Metodologicheskie aspekty prinyatiya upravlencheskikh reshenii v oblasti tsenoobrazovaniya i optimizatsii assortimenta produktsii [Methodological aspects of managerial solutions in the scope of cost formation and optimization of product assortment], Vestnik Moskovskogo Aviatsionnogo Instituta 1(13) (2006) 116-124.

      [11] M. Bowles, Machine Learning in Python: Essential Techniques for Predictive Analysis, Wiley, Indianapolis, 2015.

      [12] A.N. Troshin, A.A. Burdina, N.V. Moskvicheva, et al., Mechanism to analyze economic reliability of the innovational potential of aircraft enterprises, International Journal of Applied Business and Economic Research 14(14) (2016) 747-765.

      [13] W. Winston, Microsoft Excel Data Analysis and Business Modeling (5th Edition). Microsoft Press, 2017.

      [14] H. Percival, Test-Driven Development with Python, 2nd Ed., O'Reilly Media, Sebastopol, 2017.

      [15] E. Matthes, Python Crash Course: a hands-on, Project-Based Introduction to Programming, No Starch Press, San Francisco, 2016.

      [16] A.A. Burdina, Vliyanie riskov na konkurentosposobnost` predpriyatiya [Influence of risks on company competitiveness], Voprosy ekonomiki 2 (2006) 7.

      [17] I. Ashmanov, A. Ivanov, Optimizatsiya i prodvizhenie saitov v poiskovykh sistemakh [Optimization and promotion of sites in searching systems], 3rd ed., Piter, St. Petersburg, 2011.

      [18] A.V. Bodiako, S.V. Ponomareva, T.M. Rogulenko, et al., The goal setting of internal control in the system of project financing, International Journal of Applied Business and Economic Research 14(15) (2016) 11045-11063.

      [19] T.R. Padmanabhan, Programming with Python, Springer, Singapore, 2016.

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  • How to Cite

    Anatolievna Burdina, A., Nikolaevna Kaloshina, M., Timofeevna Manaenkova, E., Alexandrovna Nehrest, A., & Mikhailovna Rogulenko, T. (2018). Development of Optimization Model of Budget Allocation for Promotion of Unmanned Aerial Vehicles. International Journal of Engineering & Technology, 7(4.38), 91-95. https://doi.org/10.14419/ijet.v7i4.38.24329