Программный инструментарий для решения одного класса задач стохастической оптимизации

Аннотация

Subjects of research: the processes of the development of special software modules. Integration technology of software toolkits designed to solve the stochastic optimization problems and implementation of these toolkits in optimization of the telecommunication networks and the data transmission systems. Purpose of work: development of special mathematical and software support presented in the form of software toolkits is designed to solve a class of stochastic optimization problems and their implementation. Methods of research: Methods for solving stochastic tasks, numerical methods and search engine optimization under uncertainty, methods of mathematical modeling and optimization, modular programming techniques and methods to develop special interactive software. The results obtained and their novelty: proposed special mathematical and software support arranged in the form of interactive software toolkit for solving a class of stochastic optimization problems and methods of implementation for optimization of telecommunications networks and data transmission systems. Practical value: software toolkit allows automating the processes of modeling the behavior of stochastic objects and their optimization. Degree of embed and economic effectivity: The results of research arc accepted for use in the designing and operation of data transmission system in the «UZNET» branch of “Uzbek telecom” stock company and «UNICON.UZ» SUE. The expected affordability of the implementation of current software toolkit in telecommunication networks at the district level is 12.8 million sums per year. Field of application: stochastic systems, processes of optimizing the data transmission systems and telecommunications networks.