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Finding Diverse Examples with Genetic Algorithms

By Colin G. Johnson

Abstract

A number of real-world problems can be seen as instances of the general problem of emphfinding qualitative examples. In such a problem we know how to classify objects from a set into a large number of classes, and we would like to find one specific example for each class. In this paper we outline a number of problems which fit into this category, and analyse some of the requirements for a general heuristic for this category of problem. We then develop a heuristic for this type of problem, based on genetic algorithms, and investigate the application of this heuristic to some test problems

Topics: QA76
Publisher: Physica/Springer-Verlag
Year: 2001
OAI identifier: oai:kar.kent.ac.uk:13591

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