Prototype reasoning and knowledge creation using granular objects

We introduce a general framework which we call prototype based reasoning. We explain its role as a technology for knowledge discovery We look at some types of prototype based reasoning systems. First we consider nearest neighbor based systems. We then look at fuzzy rule based models and view these as prototype based reasoning. This unified perspective allows us to extend the capabilities of fuzzy modeling technology in a number of directions