THE CONSTRUCTION OF SUBJECT-ORIENTED INTELLIGENT DECISION SUPPORT SYSTEMS OF A SITUATIONAL TYPE
Journal Title: Вчені записки Таврійського національного університету імені В. І. Вернадського. Серія: Технічні науки - Year 2018, Vol 29, Issue 1
Abstract
This article is devoted to the further development of the applied concept of situational management. The methodology is based on multi-agent systems, which constitute the current trend in the field of new information technologies. The use of object-oriented technology for constructing a fuzzy situation network makes it possible to dramatically expand the possibilities for choosing and making effective decisions due to the diversity of schemes of possible transitions in the fuzzy situation network optimal in the sense of the selected criteria and its constant evolution. In the decision-making system on the situation, two types of output technologies are used – on logical rules and judgments based on precedents. The recognition algorithm compares the description of the recognized current situation with the table of “regular” situations and makes a decision about the degree of its novelty. The decision is made on the basis of calculating the degree of proximity of the recognized current situation to one of the existing “regular” situations. If there is a mismatch, the current situation is processed, transferred to the “regular” category and entered into an unclear situational network.
Authors and Affiliations
А. А. Стенин, В. П. Пасько, И. Г. Шитикова, В. А. Лемешко
Keywords
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