Back to Search Start Over

Effectiveness measure in change-based three-way decision.

Authors :
Jiang, Chunmao
Duan, Ying
Guo, Doudou
Source :
Soft Computing - A Fusion of Foundations, Methodologies & Applications; Mar2023, Vol. 27 Issue 6, p2783-2793, 11p
Publication Year :
2023

Abstract

The trisecting–acting–outcome model of a three-way decision is a practical approach to solving complex problems, consisting of three components: trisecting, acting, and outcome. Trisecting means dividing a complex problem into three parts based on an evaluation function, and acting means designing the corresponding action to apply to these three parts. The outcome denotes evaluation effectiveness based on the first two steps. Measuring this outcome is a challenging and moving question after trisecting-and-acting (T &A). This paper proposes a method to measure outcome based on object changes before and after T &A based on top-down and bottom-up perspectives, depending on the decision needs. First, evaluation functions are constructed that extend the traditional evaluation functions to measure changes. Then, based on the introduced evaluation functions, qualitative and quantitative of three-way changes are introduced and analyzed. Furthermore, we present the processes that determine the optimal strategy with the quantitative analysis. The analysis of several examples shows the effectiveness and practicality of our proposed method. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
PROBLEM solving

Details

Language :
English
ISSN :
14327643
Volume :
27
Issue :
6
Database :
Complementary Index
Journal :
Soft Computing - A Fusion of Foundations, Methodologies & Applications
Publication Type :
Academic Journal
Accession number :
162077996
Full Text :
https://doi.org/10.1007/s00500-022-07524-8