Glushchevsky V. Modeling of Adaptive Management Systems in Economics

Українська версія

Thesis for the degree of Doctor of Science (DSc)

State registration number

0518U002707

Applicant for

Specialization

  • 08.00.11 - Математичні методи, моделі та інформаційні технології в економіці

27-11-2018

Specialized Academic Board

Д 26.006.07

Kyiv National Economics University named after Vadym Hetman

Essay

Thesis is devoted to the development of the concept and mathematical instruments for modeling of adaptive management systems based on the integration of methodological principles of multimodality and stratification for the reflection, analysis and coordination of asynchronous models of dynamically interacting heterogeneous subsystems of the microeconomic system (MiES). A new method of stratification metamodeling is developed, which systematically combines the position of the theory of adaptive management, the stratification approach to the modeling of the MiES with the technology of metamodeling. The concept of modeling of adaptive management systems of the MiES based on the methodology of stratification metamodeling has been developed, which enables to synchronize management goals with indicators of business efficiency, business processes, organizational structure and, as a result, automated support of the full cycle of management of the MiES with the use of corporate ACS. The system of metamodels is developed, which extends the scope of the coherent multispectral modeling of the MiES with the use of tools of various mathematical theories. The model of the organizational and functional structure of the MiES is developed, which allows during reengineering of its business model to short the time of modernizing of the corporate system and to reduce the design risks. Methods of modeling the space of tasks of the MiES, coordination of models in the corporate ACS, conceptual modeling of the subject area, which enabled to provide dynamic information support of the links between the parameters of the constructed model base and metadata in the data warehouses of the corporate ACS have been improved on the basis of the methodology of stratification metamodeling. A reference stratification metamodel for the class of industrial enterprises of the electrical engineering industry was constructed, which allowed to provide flexibility and substantiation of new knowledge and increase the economic efficiency of the decisions made on their basis. On the basis of the application of the stratification metamodel, a set of models for managing costs, prices and profits, as well as a model for distribution and target redistribution of indirect costs of the electrotechnical enterprise was constructed, which made it possible to increase the flexibility of the pricing policy, to increase profitability and to strengthen the competitiveness of the enterprise.

Files

Similar theses