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A Complete Model for Evaluation System Based on Interval-Valued Fuzzy Soft Set

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Interval-valued fuzzy soft set-based decision making and the related parameter reduction algorithms were proposed. However, up to the present, few documents have focused the entire model for evaluation and decision… Click to show full abstract

Interval-valued fuzzy soft set-based decision making and the related parameter reduction algorithms were proposed. However, up to the present, few documents have focused the entire model for evaluation and decision making on real-life applications of interval-valued fuzzy soft set. Accordingly, we propose a new and complete model based on interval-valued fuzzy soft set for evaluation systems, which consists of four parts: data collection and preprocess, decision making, parameter reduction, combination of data sets and further decision making, and apply it to three real-life evaluation systems, such as the Sydney Apartment Evaluation System, Lanzhou’s University Evaluation System, and Australia Universities Evaluation System. From the experimental result, the proposed model is a good solution for real-life evaluation systems.

Keywords: interval valued; soft set; valued fuzzy; evaluation system; evaluation; fuzzy soft

Journal Title: IEEE Access
Year Published: 2018

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