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Some Considerations about Fuzzy Logic Based Decision Making by Autonomous Intelligent Actor
1
作者
Alex Tserkovny
《Journal of Software Engineering and Applications》
2022年第2期19-58,共40页
The article presents an approach toward an implementation of a fuzzy logic-based decision-making process by Autonomous Intelligent Actor (AIA) (© A. Tserkovny), when an input information is defined for its “stra...
The article presents an approach toward an implementation of a fuzzy logic-based decision-making process by Autonomous Intelligent Actor (AIA) (© A. Tserkovny), when an input information is defined for its “strategic targeting” by a human operator in terms of a fuzzy incident geometry, whereas its “tactical” behavior (a navigation in space) is directed by fuzzy conditional inference rules. For implementing both elements of AIA decision-making a fuzzy logic [1] for formal geometric reasoning with extended objects is used. This fuzzy logic based fuzzification of axioms of an incidence geometry and a predicate apparatus [2] for AIA space orientation are also presented. The approach, offered in the article, extends predicates of a counter positioning of two objects and their mutual navigation into their fuzzy counterparts. The latter allows AIA to make certain “tactical” decisions.
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关键词
Fuzzy
Logic
Implication
Conjunction
DISJUNCTION
Fuzzy
Predicate
degree
of
indiscernibility
Discernibility
Measure
Extended
Lines
Sameness
AIA
Orientation
Principles
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题名
Some Considerations about Fuzzy Logic Based Decision Making by Autonomous Intelligent Actor
1
作者
Alex Tserkovny
机构
Applied AI Services
出处
《Journal of Software Engineering and Applications》
2022年第2期19-58,共40页
文摘
The article presents an approach toward an implementation of a fuzzy logic-based decision-making process by Autonomous Intelligent Actor (AIA) (© A. Tserkovny), when an input information is defined for its “strategic targeting” by a human operator in terms of a fuzzy incident geometry, whereas its “tactical” behavior (a navigation in space) is directed by fuzzy conditional inference rules. For implementing both elements of AIA decision-making a fuzzy logic [1] for formal geometric reasoning with extended objects is used. This fuzzy logic based fuzzification of axioms of an incidence geometry and a predicate apparatus [2] for AIA space orientation are also presented. The approach, offered in the article, extends predicates of a counter positioning of two objects and their mutual navigation into their fuzzy counterparts. The latter allows AIA to make certain “tactical” decisions.
关键词
Fuzzy
Logic
Implication
Conjunction
DISJUNCTION
Fuzzy
Predicate
degree
of
indiscernibility
Discernibility
Measure
Extended
Lines
Sameness
AIA
Orientation
Principles
Keywords
Fuzzy Logic
Implication
Conjunction
Disjunction
Fuzzy Predicate
degree
of
indiscernibility
Discernibility Measure
Extended Lines Sameness
AIA Orientation Principles
分类号
O15 [理学—基础数学]
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Some Considerations about Fuzzy Logic Based Decision Making by Autonomous Intelligent Actor
Alex Tserkovny
《Journal of Software Engineering and Applications》
2022
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