Solving combined configuration problems: A heuristic approach

Martin Gebser, Anna Ryabokon, Gottfried Schenner

    Tutkimustuotos: LehtiartikkeliConference articleScientificvertaisarvioitu

    Abstrakti

    This paper describes an abstract problem derived from a combination of Siemens product configuration problems encountered in practice. Often isolated parts of configuration problems can be solved by mapping them to well-studied problems for which efficient heuristics exist (graph coloring, bin-packing, etc.). Unfortunately, these heuristics may fail to work when applied to a problem that combines two or more subproblems. In the paper we show how to formulate a combined configuration problem in Answer Set Programming (ASP) and to solve it using heuristics a la hclasp. The latter stands for heuristic clasp that is nowadays integrated in clasp and enables the declaration of domain-specific heuristics in ASP. In addition, we present a novel method for heuristic generation based on a combination of greedy search with ASP that allows to improve the performance of clasp.

    AlkuperäiskieliEnglanti
    Sivut55-60
    Sivumäärä6
    JulkaisuCEUR Workshop Proceedings
    Vuosikerta1453
    TilaJulkaistu - 2015
    OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
    Tapahtuma International Configuration Workshop - Vienna, Itävalta
    Kesto: 10 syyskuuta 201511 syyskuuta 2015
    Konferenssinumero: 17

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  • Siteeraa tätä

    Gebser, M., Ryabokon, A., & Schenner, G. (2015). Solving combined configuration problems: A heuristic approach. CEUR Workshop Proceedings, 1453, 55-60.