Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6862160 | Knowledge-Based Systems | 2017 | 14 Pages |
Abstract
As a natural extension of three-way decisions, this paper presents a novel three-way decision model with order information. First, we do some comparative analysis between ordered three-way decisions and decision-theoretic rough sets, and then present some important properties of the proposed model. Second, a hybrid decision table consisted both of the “order information” and “loss function”, is utilized to solve the ordered three-way decisions with two classification problem. Two order sets (dominating set and dominated set generated by order relation) and three risk strategies (optimistic strategy, equable strategy, pessimistic strategy) are induced to construct the model and design the algorithm of ordered three-way decisions. At last, an illustrative example of salary administration validates the reasonability and effectiveness of our approach.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Dun Liu, Decui Liang,