查看更多>>摘要：Abstract The problem of generating effective configurations of structural-functional models of process activity using event-driven process methodology notation is discussed. A symbolic encoding system for topologies and a random search method, which allows generating many solutions based on previous options, are proposed. The presented experiments show that the proposed method helps to find effective configurations of the organization of processes that take into account the delimitations; if these delimitations cannot be implemented, then they suggest options in breach of them and introduce new options not previously proposed by experts, `comparing them according to performance evaluation data.
查看更多>>摘要：Abstract The use of neural network language models to increase the efficiency of processing scientific and technical information (STI) on the Internet from the point of view of cognitive information retrieval is considered. A conceptual model is proposed to identify subject areas that corresponding to the object of information need based on existing STI classification systems. The model is based on the principles of coordinate indexing incorporating methods of detecting and tracking topics and the use of large language models to analyze the information space of the user’s information needs, metasearch of Internet resources, automatic abstracting and ranking of relevant documents.
查看更多>>摘要：Abstract Structural, target, and resource conflict situations arising in management of organizational systems and algorithms that help to identify and resolve these situations are considered. This study is carried out in the interest of creating computer technologies for the intellectual support of decision-making in management in organizational systems on the basis of the provisions of system analysis, the theory of management and decision-making, and the theory of active systems and the concept of artificial intelligence.
查看更多>>摘要：Abstract The paper considers the features of an algorithm for finding a solution in the formalism of functional neural networks (FN-networks), where the knowledge base and description of the initial problem contain concepts that are defined by partially defined FN-networks with a regular structure, in the form of enumerations of sets of the same type of objects and fragments of the same structure, when their number is unknown and possibly infinite.
N. A. MamedovaM. A. AfanasevYu. V. NefedovA. I. Urintsov...
109-123页
查看更多>>摘要：Abstract The conceptual framework and building of the ontology of a selected subject area is considered. The subject area is the development of engineering and computational architectures for the specific object of warehousing logistics. The research methodology is presented iteratively and includes a definition of the ontology structure and its requirements, a specification of terms, and a class hierarchy. The conceptual representation framework takes into account the distinction among objects of links identified from the data concerning the generative operation of a multimodal transport and logistics center. The chosen approach to ontology development allows the formulation of rules and operations for transforming the class hierarchy. This approach involves creating a hierarchy, where each concept can inherit attributes and relationships from a parent class, which simplifies data management within the subject area. The ontology is developed in the Protégé editor, the links expressing object relationships are defined, and a basis is created for searching axioms of dependencies among component objects of the IT architecture of the multimodal transport and logistics center. The ontology is intended to provide methodological support for decisions concerning configuring and parameterizing software and network components of the engineering and computing architectures of the multimodal transport and logistics center.
NETL
NSTL