Aggregation Networks for Uncertainty Management
Final rept. 1 Nov 89-31 Oct 91,
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In this project, two methodologies for evidence aggregation and information fusion were studied. One methodology uses fuzzy-set-theoretic connectives in a hierarchical network to achieve the fusion. Learning methods for determining the nature and structure of the networks are investigated. The second methodology uses a generalization of the fuzzy integral to achieve the fusion. In addition, various techniques for membership function generation including fuzzy clustering methods, fuzzy logic inference and morphological edge detection and fusion were investigated.
- Administration and Management