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Das Konzept der Fitnesslandschaft als Methode zur Beurteilung der Schwierigkeit von kombinatorischen Optimierungsproblemen

In: Intelligent Decision Support

Author

Listed:
  • Christian Bierwirth

    (Martin-Luther-Universität Halle-Wittenberg)

Abstract

There is an increasing interest of research in combinatorial optimization to understand the interaction of local search and the structure of fitness landscapes. However, the methods developed to analyze fitness landscapes are not sufficient to explain why or when a problem is difficult to be solved or not. This paper focuses on sequencing problems in order to shed light on the shortcoming of some widely used statistical measures in landscape analysis.

Suggested Citation

  • Christian Bierwirth, 2008. "Das Konzept der Fitnesslandschaft als Methode zur Beurteilung der Schwierigkeit von kombinatorischen Optimierungsproblemen," Springer Books, in: Andreas Bortfeldt & Jörg Homberger & Herbert Kopfer & Giselher Pankratz & Reinhard Strangmeier (ed.), Intelligent Decision Support, pages 287-302, Springer.
    • Handle: RePEc:spr:sprchp:978-3-8349-9777-7_17
    DOI: 10.1007/978-3-8349-9777-7_17
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