Download E-books Changes of Problem Representation: Theory and Experiments (Studies in Fuzziness and Soft Computing) (v. 110) PDF

By Eugene Fink

The aim of our examine is to augment the potency of AI challenge solvers by means of automating illustration alterations. we've got built a method that improves the outline of enter difficulties and selects a suitable seek set of rules for every given challenge. Motivation. Researchers have amassed a lot proof at the impor­ tance of acceptable representations for the potency of AI structures. an identical challenge can be effortless or tricky, looking on the way in which we describe it and at the seek set of rules we use. earlier paintings at the automated im­ provement of challenge descriptions has commonly been constrained to the layout of person studying algorithms. The consumer has generally been liable for the alternative of algorithms acceptable for a given challenge. We current a approach that integrates a number of description-changing and problem-solving algorithms. the aim of the stated paintings is to formalize the idea that of illustration and to substantiate the subsequent speculation: a good representation-changing method should be equipped from 3 elements: • a library of problem-solving algorithms; • a library of algorithms that enhance challenge descriptions; • a regulate module that selects algorithms for every given challenge.

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