Title :
An Approach for Constructing Hierarchy of Granules Based on Fuzzy Concept Lattices
Author :
Gu, Shen-Ming ; Zhu, Si-Xi ; Ye, Qi-Hong
Author_Institution :
Sch. of Math. Phys. & Inf. Sci., Zhejiang Ocean Univ., Zhoushan
Abstract :
The key to granular computing (GrC) is to make use of granules in problem solving. With view of granular computing, this paper presents an approach for constructing hierarchy of granules based on fuzzy concept lattices. The knowledge granularity is discussed, and an algorithm for constructing hierarchical structure of coarser granules is also illustrated.
Keywords :
artificial intelligence; fuzzy set theory; fuzzy concept lattices; granular computing; granule hierarchy; hierarchical structure; knowledge granularity; problem solving; Buildings; Educational institutions; Fuzzy systems; Information analysis; Information science; Lattices; Mathematics; Oceans; Physics; Problem-solving;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Jinan Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.114
