The Dao of three-way decision and three-world thinking

Three-way decision is about thinking, problem-solving, and computing in threes or through triads. Its philosophy and practice of triadic thinking appear everywhere. In particular, there are a number of three-world or triworld models in different fields and disciplines, where a complex system, a comp...

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Vydáno v:International journal of approximate reasoning Ročník 162; s. 109032
Hlavní autor: Yao, Yiyu
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier Inc 01.11.2023
Témata:
Explainable artificial intelligence
SMV space
Thinking in threes
Three-way decision
Three-world conception
Trilevel thinking
Explainable artificial intelligence
Trilevel thinking
Three-way decision
Three-world conception
SMV space
Thinking in threes
ISSN:0888-613X, 1873-4731
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Shrnutí:Three-way decision is about thinking, problem-solving, and computing in threes or through triads. Its philosophy and practice of triadic thinking appear everywhere. In particular, there are a number of three-world or triworld models in different fields and disciplines, where a complex system, a complicated issue, or an intricate concept is explained and understood in terms of three interrelated worlds, with each world enclosing a group of elements or representing a particular view. This paper examines various triadic metaphors and structures in general and three-world metaphors and conceptions in particular for building and explaining basic concepts of three-way decision. The three major objectives are (a) to formulate a TAO (Triading-Acting-Optimizing) framework of three-way decision, (b) to discuss the Dao, the Way of three-way decision, and (c) to articulate the Dao, the Way of three-world thinking. Three-world conceptions offer more insights into three-way decision with new viewpoints, methods, and modes. An emphasis of the paper is on the philosophy and the power of three-way decision for building high-level conceptual models. By using three-part structures, by focusing on only three things, or by considering three basic ingredients, we may build a theory, a model, or a method that is simple-to-understand, easy-to-remember, and practical-to-use.
ISSN:0888-613X
1873-4731
DOI:10.1016/j.ijar.2023.109032