Simulation statistical modelingof the market of one goods with the optimal deterministic strategy of the delivery ofgoods under condition of stochastic demand
The simulation model of the inertial market of one goods is considered under conditions ofdelivery time-lag and casual fluctuations of the purchase requirement under the optimal deterministicstrategy of the supply of goods to the market. The mathematical description of the market isgiven by the restrictive (because of restrictions of inequalities type) dynamic model with the timelagof control taking into account casual fluctuations of the purchase requirement. It was shownthat the optimal (in the sense of the maximum profit of the seller) strategy of the goods delivery tothe market is determining by the market conditions (commodity deficit, overstocking of the market,or the dynamic balance state of the market). The algorithm of the finding of optimum deterministicstrategy of the delivery of goods to the market is constructed with using of the forecastingdeterministic model of the market. The simulation modeling and statistical analysis of themarket dynamics are organized with simultaneous use of the stochastic model and of the forecastingdeterministic model. The statistical simulation of the model behavior is performed; averagevalues, variances, and auto-correlation functions for all variables of the model are investigated.It is shown that in view of non-linearity of the model the casual fluctuations of demandshift the statistical equilibrium of the market from its deterministic equilibrium.
Keywords
statistical simulation modeling, casual fluctuations of demand, optimization, market of one goods, time-lag control, restrictions of an inequality type, dynamic system, статистическое имитационное моделирование, флуктуации спроса, рынок одного товара, оптимизация, запаздывающее управление, ограничения типа неравенств, динамическая системаAuthors
Name | Organization | |
Poddubny Vasily V. | National Research Tomsk State University | vvpoddubny@gmail.com |
Romanovich Olga V. | National Research Tomsk State University | njkm@ngs.ru |
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