Derivation of complex judgments as a conceptual tool thinking intelligent mobile systems

被引:0
|
作者
Melekhin, Vladimir B. [1 ]
Khachumov, Mikhail, V [2 ,3 ]
机构
[1] Dagestan State Tech Univ, Dept Comp Software & Automated Syst, Pr Imam Shamilya 70, Makhachkala 367015, Republic Of Dag, Russia
[2] Russian Acad Sci, Fed Res Ctr Comp Sci & Control, Moscow, Russia
[3] Peoples Friendship Univ Russia, Informat Technol Dept, Miklukho Maklaya Str 6, Moscow 117198, Russia
来源
关键词
autonomous intelligent agent; problem environment; conditions of uncertainty; derivation of complex judgments; conditionally dependent predicate; behavior planning;
D O I
10.37220/MIT.2021.51.1.016
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
The expediency of developing tools for automatic formation of judgments as one of the mental acts of conceptual thinking of intelligent mobile systems for various purposes has been substantiated. The use of such means of inference makes it possible to form the knowledge that is missing for decision-making in the process of planning purposeful behavior in a priori undescribed conditions of a problematic environment. To solve this problem, conditionally dependent predicates were used as the initial elements of knowledge representation, providing the ability to derive both simple and complex judgments that determine various patterns of purposeful transformation of the current conditions of functioning. Tools have been developed that allow to form complex judgments from simple judgments obtained by designating variables of the sort "objects" and "relations" of conditionally dependent predicates by objects located in a problematic environment and estimates of relations that are observed in it between these objects. As an example showing the effectiveness of using the proposed tools for obtaining new knowledge that is missing for the conclusion of solutions, an algorithm for planning the purposeful behavior of an autonomous mobile underwater robot has been built, which provides it with the ability to perform rather complex tasks related to the search for various objects with certain properties and their transportation to a given point of the problem Wednesday.
引用
收藏
页码:111 / 117
页数:7
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