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OALib Journal期刊
ISSN: 2333-9721
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Three-way Decision-theoretic Rough Sets
三枝决策粗糙集

Keywords: Decision-theoretic rough set theory,Bayesian decision procedure,Three-way decision making,Two-way decision making
决策粗集理论,贝叶斯过程,三枝决策,二枝决策

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Abstract:

A model of threcway decision-theoretic rough sets (DTRS) was presented based on the Bayesian decision theory. Based on the minimum expected risk, a detailed formulation of DTRS was given. Different types of errors in several probability intervals were examined. The conditions under which DTRS thruway method is superior to the Pawlak three-way method and two-way method were identified. DTRS threcway model was discussed for solving the practical decision problems.

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