A Representation Of Dependence Spaces And Some Basic Algorithms

  • Authors:
  • Jouni Järvinen

  • Affiliations:
  • (Supported by Turku Centre for Computer Science TUCS/Graduate School) Department of Mathematics, University of Turku, FIN-20014 Turku, Finland, e-mail: jjarvine@utu.fi

  • Venue:
  • Fundamenta Informaticae
  • Year:
  • 1997

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Abstract

We give a simple representation of dependence spaces and a new characterization of the reducts of an arbitrary subset of a dependence space by the means of closure systems. We present an algorithm for finding the reducts of any given subset of a dependence space. The algorithm is based on a notion of difference function which connects the reduction problem to the general problem of identifying the set of all minimal vectors of values satisfying a positive (i.e., isotone) Boolean function.