| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 495116 | Applied Soft Computing | 2015 | 13 Pages |
•We introduce soft coverings.•We obtain the lattice structure of soft sets induced by soft coverings.•We investigate the parameter reduction of soft coverings by means of knowledge on the attribute reduction for covering information systems.•We present an algorithm to compute all the parameter reductions of soft coverings.•We give an application on the evaluation problems to show the usefulness of the parameter reduction of soft coverings.
Soft set theory is a new mathematical tool to deal with uncertain information. This paper studies soft coverings and their parameter reductions. Firstly, we define a soft set on the power set of an initial universe and discuss its properties. Secondly, we introduce soft coverings and obtain the lattice structure of soft sets induced by them. Thirdly, we investigate parameter reductions of a soft covering by means of attribute reductions in a covering information system and present their algorithm. Finally, we give an application to show the usefulness of parameter reductions of a soft covering.
Graphical abstractFigure optionsDownload full-size imageDownload as PowerPoint slide
