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Theoretical analysis of picture fuzzy clustering
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Thông tin tài liệu:
Recently, picture fuzzy clustering (FC-PFS) has been introduced as a new computational intelligence tool for various problems in knowledge discovery and pattern recognition. However, an important question that was lacked in the related researches is examination of mathematical properties behind the picture fuzzy clustering algorithm such as the convergence, the boundary or the convergence rate, etc. In this paper, we will prove that FC-PFS converges to at least one local minimum. Analysis on the loss function is also considered.
Nội dung trích xuất từ tài liệu:
Theoretical analysis of picture fuzzy clustering
Nội dung trích xuất từ tài liệu:
Theoretical analysis of picture fuzzy clustering
Tìm kiếm theo từ khóa liên quan:
Journal of Computer Science and Cybernetics Theoretical analysis of picture fuzzy clustering Picture fuzzy clustering The picture fuzzy clustering algorithm Examination of mathematical propertiesTài liệu liên quan:
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