(КПІ ім. Ігоря Сікорського, 2024) Stenin, A.; Pasko, V.; Lisovychenko, O.; Polshakova, O.; Soldatov, V.
This article analyzes existing models of the development process of innovative software products for a specific subject area. Taking into account the multialternative nature of solutions at each stage of innovative software products development and compliance with constantly changing requirements, this article proposes an information and logical model of innovative software products development management process based on artificial intelligence systems. The essence of the proposed approach is that the development of an innovative software products is interpreted as an information object that changes in content and structure in the process of its creation. The presence of uncertainty and a large amount of information requires the use of intelligent decision support systems at each stage of ISP development.
(КПІ ім. Ігоря Сікорського, 2024) Stenin, A.; Pasko, V.; Soldatova, M.; Drozdovich I.
This article proposes a situational approach to the construction of intelligent decision support systems for the operational management of city utility networks. This approach is based on the use of a directed weighted graph of fuzzy situations. The situational fuzzy control algorithm presented in the article is based on the expert method of forming and evaluating alternatives to management decisions and the structural generality of the oriented graph of the fuzzy situational network.