Characterization of neighborhood operators for covering based rough sets, using duality and adjointness

被引:0
|
作者
Restrepo, Mauricio [1 ]
Cornelis, Chris [2 ]
Gomez, Jonatan [2 ]
机构
[1] Univ Nacl Colombia, Bogota, Colombia
[2] Univ Granada, Granada, Spain
关键词
rough sets; coverings; approximations; neighborhood operator; order relation; BINARY RELATION; REDUCTION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Covering based Rough Sets are an important generalization of Rough Set Theory. Basically, they replace the partition generated from an equivalence relation by a covering. In this context many approximation operators can be defined [16, 26, 27, 28, 34]. In this paper we want to discover relationships among approximation operators defined from neighborhoods. We use the concepts of duality, adjointness and conjugacy to characterize the approximation operators. Moreover we establish an order relation for these approximation operators.
引用
收藏
页码:98 / 104
页数:7
相关论文
共 50 条
  • [1] Duality, conjugacy and adjointness of approximation operators in covering-based rough sets
    Restrepo, Mauricio
    Cornelis, Chris
    Gomez, Jonatan
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2014, 55 (01) : 469 - 485
  • [2] Neighborhood operators for covering-based rough sets
    D'eer, Lynn
    Restrepo, Mauricio
    Cornelis, Chris
    Gomez, Jonatan
    [J]. INFORMATION SCIENCES, 2016, 336 : 21 - 44
  • [3] Properties and Relations of Several Operators Based on Covering Rough Sets
    夏秀云
    田浩
    秦克云
    [J]. Railway Engineering Science, 2010, (02) : 182 - 187
  • [4] Topological Properties for Approximation Operators in Covering Based Rough Sets
    Restrepo, Mauricio
    Gomez, Jonatan
    [J]. ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, RSFDGRC 2015, 2015, 9437 : 112 - 123
  • [5] Covering Based Rough Sets and Relation Based Rough Sets
    Restrepo, Mauricio
    Gomez, Jonatan
    [J]. ROUGH SETS AND INTELLIGENT SYSTEMS PARADIGMS, RSEISP 2014, 2014, 8537 : 143 - 152
  • [6] Partial order relation for approximation operators in covering based rough sets
    Restrepo, Mauricio
    Cornelis, Chris
    Gomez, Jonatan
    [J]. INFORMATION SCIENCES, 2014, 284 : 44 - 59
  • [7] Approximation Operators in Covering Based Rough Sets from Submodular Functions
    Restrepo, Mauricio
    [J]. ROUGH SETS, 2017, 10313 : 154 - 164
  • [8] Relationships between generalized rough sets based on covering and reflexive neighborhood system
    Zhang, Yan-Lan
    Li, Chang-Qing
    Lin, Meng-Lei
    Lin, Yao-Jin
    [J]. INFORMATION SCIENCES, 2015, 319 : 56 - 67
  • [9] Representative-based classification through covering-based neighborhood rough sets
    Ben-Wen Zhang
    Fan Min
    Davide Ciucci
    [J]. Applied Intelligence, 2015, 43 : 840 - 854
  • [10] Representative-based classification through covering-based neighborhood rough sets
    Zhang, Ben-Wen
    Min, Fan
    Ciucci, Davide
    [J]. APPLIED INTELLIGENCE, 2015, 43 (04) : 840 - 854