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Dominance-Based Rough Set Approach to Interactive Multiobjective Optimization

2008
In this chapter, we present a new method for interactive multiobjective optimization, which is based on application of a logical preference model built using the Dominance-based Rough Set Approach (DRSA). The method is composed of two main stages that alternate in an interactive procedure.
GRECO, Salvatore   +2 more
openaire   +3 more sources

Dominance-Based Rough Set Approach Using Possibility and Necessity Measures

2002
Dominance-based rough set approach is an extension of the basic rough set approach proposed by Pawlak, to multicriteria classification problems. In this paper, the dominance-based rough set approach is considered in the context of vague information on preferences and decision classes.
GRECO, Salvatore   +2 more
openaire   +3 more sources

Several Reducts in Dominance-Based Rough Set Approach

2008
In this paper, we investigate reducts preserving a structure induced from dominance-based rough sets as well as a structure from variable-precision dominance-based rough sets. It is shown that three kinds of reducts are obtained in the dominance-based rough set approach.
Masahiro Inuiguchi, Yukihiro Yoshioka
openaire   +1 more source

Algebra and Topology for Dominance-Based Rough Set Approach

2010
Dominance-based rough sets generalize classical indiscernibility based rough sets by handling ordered value sets of attributes and monotonic relationships between values of condition and decision attributes. Dominance based rough sets permit, in particular, a natural hybridization of fuzziness and roughness, which are complementary concepts of ...
GRECO, Salvatore   +2 more
openaire   +3 more sources

Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets

IEEE Transactions on Fuzzy Systems, 2022
Weihua Xu, Tianrui Li, Lei Yang
exaly  

Hierarchical Multi-UAVs Task Assignment Based on Dominance Rough Sets

Applied Soft Computing Journal, 2023
Guoyin Wang, Haihuan Jiang
exaly  

α-Dominance Relation and Rough Sets in Interval-Valued Information Systems

Information Sciences, 2015
Hualong Yu, Xibei Yang, Yong Qi
exaly  

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