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Two evolutionary approaches to cross-clustering problems.

Luchian, Henri, Paechter, Ben, Radulescu, Vlad and Luchian, Silvia (1999) Two evolutionary approaches to cross-clustering problems. In: Proceedings of the 1999 Congress on Evolutionary Computation. IEEE, Washington, USA, pp. 860-870. ISBN 0-7803-5536-9

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    Abstract/Description

    Cross-clustering asks for a Boolean matrix to
    be brought to a quasi-canonical form. The problem has
    many applications in image processing, circuit design,
    archaeology, ecology etc. The heuristics currently used
    to solve it rely on either topological sorting or quasirandom
    search. We present here two evolutionary
    approaches to this problem: a permutation-based
    solution and a clustering one. The results on both real
    data and randomly generated, scalable, test data show
    very good convergence and encouraging efficiency
    properties, mainly for our second approach.

    Item Type: Book Section
    ISBN: 0-7803-5536-9
    Uncontrolled Keywords: Cross-clustering; topological sorting; quasirandom search; permutation-based solution; clustering;
    University Divisions/Research Centres: Faculty of Engineering, Computing and Creative Industries > School of Computing
    Dewey Decimal Subjects: 000 Computer science, information & general works > 000 Computer science, knowledge & systems > 006 Special Computer Methods > 006.3 Artificial intelligence
    Library of Congress Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
    Item ID: 3197
    Depositing User: Computing Research
    Date Deposited: 02 Aug 2010 15:52
    Last Modified: 31 Mar 2014 13:07
    URI: http://researchrepository.napier.ac.uk/id/eprint/3197

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