Group-based ant colony optimization

  • Authors:
  • Gunnar Völkel;Markus Maucher;Hans A. Kestler

  • Affiliations:
  • University of Ulm, Ulm, Germany;University of Ulm, Ulm, Germany;University of Ulm, Ulm, Germany

  • Venue:
  • Proceedings of the 15th annual conference on Genetic and evolutionary computation
  • Year:
  • 2013

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Abstract

We introduce Group-Based Ant Colony Optimization which uses a parallel construction principle on group-structured solution encodings. We compare the parallel construction method with the classical sequential one. In this context we also perform simulation experiments for the Vehicle Routing Problem with Time Windows using the Solomon [8] and the Homberger & Gehring [5] instances.