Optimised Generalised Type-2 Join and Meet Operations

13 years 10 months ago

Download www.cci.dmu.ac.uk

— The inferencing stage of a type-2 fuzzy inferencing system is driven by join and meet operations. As conventionally implemented these algorithms are computationally complex. This article introduces optimised implementations for these operations. These alternative procedures pre-suppose that the grid method of discretisation is adopted. Time comparisons between the alternative and conventional implementations have been undertaken, for join and meet operations coded ﬁrstly in isolation, and secondly, within a full prototype type-2 fuzzy inferencing system. The experimental results show that the optimisation affords marked time reduction, particularly under ﬁner discretisation.

Sarah Greenfield, Robert John

Real-time Traffic