Towards an Adaptive Calculus of Granules

1999163 citationsBook Chapter

Authors

Lech Polkowski · Polish-Japanese Academy of Information Technology

Andrzej Skowron · Polish-Japanese Academy of Information Technology

Abstract

We propose a notion of a granule of knowledge as an atom in the mereological algebra generated locally in time from the actual state of the triple <input_interface, logic_of_ knowledge, output_interface>. We illustrate our approach with examples of rough set as well as fuzzy set approach. A calculus of granules over distributed systems is presented which generalizes both rough and fuzzy approaches.

Topics & Keywords

Rough Sets and Fuzzy Logic Advanced Algebra and Logic Logic, Reasoning, and Knowledge

Publication Details

Published in: Studies in fuzziness and soft computing

DOI: 10.1007/978-3-7908-1873-4_10

Field-Weighted Citation Impact: 12.65

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Towards an Adaptive Calculus of Granules

Authors

Abstract

Topics & Keywords

Publication Details