Mathematical methods for the analysis of migration processes on the basis of demographic data
O. B. Butusov , O. P. Nikiforova , N. I. Redikultseva
Izvestiya MGTU MAMI ›› 2015, Vol. 9 ›› Issue (1-4) : 21 -25.
Mathematical methods for the analysis of migration processes on the basis of demographic data
The problem of mathematical analysis of demographic data was investigated for data, where information on migration flows is taken into account implicitly. Regression techniques, neural networks and stochastic analysis were used for the mathematical analysis of demographic processes. Two age groups were considered: young (0 - 39 years) and elderly (40 - 70 years). While development of stochastic models the theory of Markov chains and transition matrix were used. The parameterization and model identification were conducted according to Rosstat data.
mathematical model / stochastic modeling / demographic processes / migration flows / Markov chains / transition probabilities / least-squares method
| [1] |
Пыров П.В., Бутусов О.Б. Математическое и компьютерное моделирование миграционных процессов / Труды института системного анализа РАН (ИСА РАН). Динамика неоднородных систем. М.: Книжный дом "Либроком", 2010. т. 50(1). - С. 219 - 222. |
| [2] |
Павловский Ю.Н. Моделирование, декомпозиция и оптимизация сложных динамических процессов. М.: Издательство ВЦ РАН, 2009. -139 с. |
| [3] |
Белотелов Н.В., Бродский Ю.И., Кручина Е.Б. и др. Имитационная игра на основе эколого-демографо-экономической модели (ЭДЭМ): описание и инструкция пользователю. М.: РХТУ им.Д.И. Менделеева, 2003. - 83 с. |
| [4] |
Саймон Хайкин. Нейронные сети. - М.: Вильямс, 2006. - 1104 с. |
Butusov O.B., Nikiforova O.P., Redikultseva N.I.
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