Representation before computation |
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Authors: | Lev Goldfarb |
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Affiliation: | (1) Inductive Information Systems, Fredericton, NB, Canada |
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Abstract: | My main objective is to point out a fundamental weakness in the conventional conception of computation and suggest a promising way out. This weakness is directly related
to a gross underestimation of the role of object representation in a computational model, hence confining such models to an
unrealistic (input) environment, which, in turn, leads to “unnatural” computational models. This lack of appreciation of the
role of structural object representation has been inherited from logic and partly from mathematics, where, in the latter, the centuries-old tradition is to represent
objects as unstructured “points”. I also discuss why the appropriate fundamental reorientation in the conception of computational
models will bring the resulting study of computation closer to the “natural” computational constrains. An example of the pertinent,
class-oriented, representational formalism developed by our group over many years—Evolving Transformation System (ETS)—is
briefly outlined here, and several related general lines of research are suggested. |
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