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Geo-rough Space 被引量:12

Geo-rough Space
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摘要 Rough set is a new approach to uncertainties in spatial analysis.In this paper,rough set symbols are simplified and standardized in terms of rough interpretation and specialized indication.Rough spatial entities and their topological relationships are also proposed in rough space,thus a universal intersected equation is developed,and rough membership function is further extended with the gray scale in our case study.We complete three works.First,a set of simplified rough symbols is advanced on the basis of existing rough symbols.Second,rough spatial entity is put forward to study the real world as it is,without forcing uncertainties into crisp set.Third,rough spatial topological relationships are studied by using rough matrix and their figures.The relationships are divided into three types,crisp entity and crisp entity (CC),rough entity and crisp entity (RC),and rough entity and rough entity (RR).A universal intersected equation is further proposed.Finally,the maximum and minimum maps of river thematic classification are generated via rough membership function and rough relationships in our case study. Rough set is a new approach to uncertainties in spatial analysis.In this paper,rough set symbols are simplified and standardized in terms of rough interpretation and specialized indication.Rough spatial entities and their topological relationships are also proposed in rough space,thus a universal intersected equation is developed,and rough membership function is further extended with the gray scale in our case study.We complete three works.First,a set of simplified rough symbols is advanced on the basis of existing rough symbols.Second,rough spatial entity is put forward to study the real world as it is,without forcing uncertainties into crisp set.Third,rough spatial topological relationships are studied by using rough matrix and their figures.The relationships are divided into three types,crisp entity and crisp entity (CC),rough entity and crisp entity (RC),and rough entity and rough entity (RR).A universal intersected equation is further proposed.Finally,the maximum and minimum maps of river thematic classification are generated via rough membership function and rough relationships in our case study.
出处 《Geo-Spatial Information Science》 2003年第1期54-61,共8页 地球空间信息科学学报(英文)
基金 ProjectsupportedbytheNationalHighTechnologyR&DProgram (863) (2 0 0 1AA1 350 81 ) ,theNationalNaturalScienceFoundationofChina (40 0 2 30 0 4 )andGrantofEarmarkedProvisionforSpecialProjectsofHongKong(1 .34 .37.970 9,3.34 .37.ZB40 ) ,FoundationofSurveyin
关键词 空间实体 空间元 地理信息系统 GIS 粗符号 粗装置 粗实体 制图 rough set rough spatial entity rough topological relationship rough symbols
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参考文献6

  • 1[1]Burrough P A,Frank A U (1996) Geographic objects with indeterminate boundaries.London:Taylor & Francis.
  • 2[2]Pawlak Z (1991) Rough sets: theoretical aspects of reasoning about data.London:Kluwer Academic Publishers.
  • 3[3]Polkowski L,Skowron A (1998) Rough sets in knowledge discovery 1:methodologies and applications.Heidelberg: Physica-Verlag.
  • 4[4]Polkowski L,Skowron A (1998) Rough sets in knowledge discovery 2:applications,case studies and software systems.Heidelberg: Physica-Verlag.
  • 5[5]Wang S L,Li D R,Shi W Z,et al.(2002) Theory and application of geo-rough space.Geomatics and Information Science of Wuhan University,27(3):274-282(in Chinese)
  • 6[6]Polkowski L,Tsumoto S,Lin T Y (2000) Rough methods and applications:new developments in knowledge discovery in information systems.Berlin:Phisica-Verlag.

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