מרק לסט

אקדמי בכיר

Re-granulating a fuzzy rulebase

Scott Dick, Adam Schencker, Mark Last, Horst Bunke, Abraham Kandel

In this paper we describe a computing-with-words algorithm for changing the granularity of an existing rulebase. A fuzzy rulebase is regranulated by manually selecting the granularity of each input dimension, and then automatically calculating the rulebase consequents. We demonstrate this algorithm by studying the common "fuzzy-PD" rulebase at various granularities. In this study, we find evidence that the "3×3" fuzzy-PD rulebase may be too coarse a granularity for this problem.

שפת פרסום אנגלית
דפים 372-375
סטטוס פרסום פורסם - 01.01.2001

ASJC Scopus subject areas

Software
Theoretical Computer Science
Artificial Intelligence
Applied Mathematics
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Link to publication in Scopus