Search academic texts

Information × Registration Number 0203U000545, 0100U001341 , R & D reports Title Conception, methods, and models development for systems with distributed artificial intelligence support. popup.stage_title Head Bodyanskiy Ye.V., Registration Date 18-02-2003 Organization Kharkov national university of radioelectronics popup.description2 The object of research - distributed information systems providing for integration of data and knowledge, their models and elements, neural network architectures and learning algorithms, methods of formalized description of the current state of the knowledge base in the expert dynamic control system, procedures of syntax and semantic analysis of models. The objective of research - development of concepts, methods and models for distributed intelligence systems support, namely, development of intelligent information integration methods, development of data integration models, development of flexible methods for relevant information sources selection. For the solution of these problems, methods of artificial and computational intelligence theory are used. Intelligent methods, principles, architectures of information integration from distributed sources are developed, information processing algorithms based on fuzzy-neurotechnologies are synthesized, methods and algorithms for development of tools for building and refinement of dynamic expert control systems are developed, methods for computation in intelligent data processing systems are developed, intelligent information and control systems based on environmental-safe and energy-efficient technologies are developed, virtual market building methodology is developed. The research results have no analogs in Ukraine and in the world that is confirmed by the international and national publications. They have fundamental nature within the framework of the theories of distributed intelligence, logic databases, fuzzy-neural networks, and intelligent Internet technologies. The practical results are as follows: the developed methods and models provide effective decision-making and data analysis in distributed information environments. Product Description popup.authors popup.nrat_date 2020-04-02 Close