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Cost Sensitive Multi-Granulation Preference Relation Rough Set for Ordinal Decision System

         

摘要

The preference analysis is a class of important issues in multi-criteria ordinal decision making.The rough set is an effective approach to handle preference analysis.In order to solve the multi-criteria preference analysis problems,this paper improves the preference relation rough set model and expands it to multi-granulation cases.Cost is also an important issue in the field of decision analysis.Taking the cost into consideration,we also expand the model to the cost sensitive multi-granulation preference relation rough set.Some theorems are represented,and the granule structure selection based on approximation quality is investigated.The experimental results show that the multi-granulation preference rough set approach with the consideration of cost has a better performance in granule structure selection than that without cost consideration.

著录项

  • 来源
    《电子科技学刊》 |2017年第3期|289-302|共14页
  • 作者

    Wei Pan; Kun She;

  • 作者单位

    1. the Computer School;

    China West Normal University 2. the School of Information and Software Engineering;

    University of Electronic Science and Technology of China;

  • 原文格式 PDF
  • 正文语种 chi
  • 中图分类 人工智能理论;
  • 关键词

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