Applying of probabilistic methods for managing pricing in a pharmaceutical organization
Medvedev S. N., Tregubov A. G., Chupandina E. E., Glembotskaya G. T., Medvedeva O. A.
Journal of Physics: Conference Series
Vol.1203, Issue1, Num.012058
Опубликовано: 2019
Тип ресурса: Материалы конференции (Статья)
DOI:10.1088/1742-6596/1203/1/012058
Аннотация:
The problem of price management is considered by an example of pharmaceuticals of the same pharmacotherapeutic group. It is necessary to evaluate the possibility of applying a discount on the price of one or several pharmaceuticals. Two approaches are proposed for solution. The heuristic approach is based on the idea of Ant Colony Optimization algorithm. Another approach is to restore the regression and solve the problem of nonlinear discrete optimization using an adaptive probabilistic algorithm. At the end of the work, the results of an extensive computational experiment are presented. © Published under licence by IOP Publishing Ltd.
Ключевые слова:
Ant colony optimization; Costs; Heuristic methods; Ant Colony Optimization algorithms; Computational experiment; Discrete optimization; Heuristic approach; Pharmaceutical organization; Price management; Probabilistic algorithm; Probabilistic methods; Problem solving
Язык текста: Английский
ISSN: 1742-6588
Medvedev S. N.
Tregubov A. G.
Chupandina E. E.
Glembotskaya G. T. Galina Tikhonovna 1947-
Medvedeva O. A.
Медведев С. Н.
Трегубов А. Г.
Чупандина Е. Е.
Глембоцкая Г. Т. Галина Тихоновна 1947-
Медведева О. А.
Applying of probabilistic methods for managing pricing in a pharmaceutical organization
Текст визуальный непосредственный
Journal of Physics: Conference Series
Institute of Physics and IOP Publishing Limited
Vol.1203, Issue1 Num.012058
2019
Материалы конференции (Статья)
Ant colony optimization Costs Heuristic methods Ant Colony Optimization algorithms Computational experiment Discrete optimization Heuristic approach Pharmaceutical organization Price management Probabilistic algorithm Probabilistic methods Problem solving
The problem of price management is considered by an example of pharmaceuticals of the same pharmacotherapeutic group. It is necessary to evaluate the possibility of applying a discount on the price of one or several pharmaceuticals. Two approaches are proposed for solution. The heuristic approach is based on the idea of Ant Colony Optimization algorithm. Another approach is to restore the regression and solve the problem of nonlinear discrete optimization using an adaptive probabilistic algorithm. At the end of the work, the results of an extensive computational experiment are presented. © Published under licence by IOP Publishing Ltd.