The knowledge synthesis in memory structures complexly organized intelligent systems
UDC
004.82DOI:
https://doi.org/10.31429/vestnik-19-4-9-19Abstract
Cybernetic principles considered as the basis for the development of intelligent systems' formal models. These principles implementation founded on mathematical descriptions for general properties of knowledge formalisms, intelligent system architecture and intelligent systems control. Descriptions make up the basic model, the extensions and refinements of which form the structure of models at different levels. General memory structures modeled as infinite saturated binary trees, divided into subareas used as knowledge operation domains. Combinations of subareas direct sums and direct products represent memory structures within models descriptions. Considered knowledge operation domains set allow describing its elements by regular expressions. The topological structure of memory areas introduced for regular memory areas. The schemes of topology operations applications for knowledge synthesis processes are given.
Keywords:
intelligent system memory, regular memory area, memory areas topology, knowledge representation, knowledge synthesis, knowledge domainsFunding information
The work was supported by the Russian Foundation for Basic Research and the administration of the Krasnodar Territory (project no. 19-41-230008) and with the support of the Russian Foundation for Basic Research (project no. 20-01-00289).
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