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Information × Registration Number 0219U004127, 0117U000574 , R & D reports Title Information Technologies for Planning, Optimization and Application of Integrated GIS-based Bases with Data and Models of Processes in Complex Systems popup.stage_title Head Mokin Vitaliy Borysovych, Registration Date 01-04-2019 Organization Vinnitsa National Technical University popup.description2 The work is devoted to the development of new models, methods and information technologies for the design, optimization and application of GIS-integrated database systems and process models in complex systems. The first stage of this work (2018) first proposed the formalization of the structure of the GIS-integrated system of databases and process models in complex systems in the form of a generalized quadrachromatic graph with 4 types of vertices, adapted to the technology of checking this graph for topological observation, and until formalization of operation graphs of the well-known technology TensorFlow, which will increase the speed and efficiency of designing and optimizing GIS-integrated databases and the adequacy and accuracy of models of these processes; For the first time, the structure of an XML markup language called GeoDataML for storing and layers of GIS spatial data, and attribute data bases, and models formalized in the form of a generalized bichromatic graph is proposed. The structure is effective by using well-known XML-formats (or similar ones) to formalize each of these types of information; the further development of the formalization of database systems and models in the geographic information space of the parameters of these models, which provides integration in GIS and layers of spatial data, and databases of attribute data, and models and for which there is a set of rules for the interconversion of this space of parameters to the bichromatic graph used in author's technology of analysis for topological observation; For the first time, a set of necessary and sufficient conditions for the equivalence of linear high-order mathematical models describing processes in dynamic systems, to order, not higher than the second, in the class of non-minimal-professional systems (with delay) was developed for the first time, provided that the main characteristics and conditions of stability simplifies these models, facilitates their formalization in GIS and speeds up their processing; A number of new mathematical models, methods and technologies of data processing have been developed for the search of sources of water pollution of rivers by sewage or reverse waters and air pollution by allergenic pollen, as well as for revealing different laws concerning the dynamics of spores of fungi in the atmospheric air, for analysis of the influence of allergenic pollen on humans on etc. Product Description popup.authors Варчук Ілона Вячеславівна Волошина Людмила Іванівна Вуж Тетяна Євгенівна Гончар Наталія Миколаївна Крижановський Євгеній Миколайович Мокін Віталій Борисович Мокін Олександр Борисович Розводюк Оксана Володимирівна Скорина Любов Миколаївна Чернова Ірина Олександрівна Ящолт Андрій Русланович popup.nrat_date 2020-04-02 Close